Method and apparatus for reducing coupling between signals
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First Claim
1. A method of reducing crosstalk between two signals generated by applying a first pulse and a second pulse to measure a parameter, wherein said first pulse and said second pulse are applied periodically at a first repetition rate defining a period, and wherein said first pulse is generated during a first interval in each period and said second pulse is generated during a second interval in each period, said first and second pulses producing first and second parametric signals responsive to said parameter, said first and second parametric signals being received by a detector which outputs a composite signal responsive to said first and second parametric signals, said method comprising:
- applying a first demodulation signal to said composite signal to generate a first demodulated output signal, said first demodulation signal comprising at least one component having at least a first amplitude and a first phase;
applying a second demodulation signal to said composite signal to generate a second demodulated output signal, said second demodulation signal comprising at least one component having at least a second amplitude and a second phase;
lowpass filtering said first demodulated output signal to generate a first recovered output signal responsive to said first parametric signal;
lowpass filtering said second demodulated output signal to generate a second recovered output signal responsive to said second parametric signal; and
choosing at least one of said first phase, said second phase, said first amplitude, and said second amplitude to reduce crosstalk components in said first recovered output signal and said second recovered output signal based at least in part on data obtained from said detector during a calibration procedure, wherein said choosing comprises;
applying said first light pulse during a first time period and measuring said first recovered output during said first time period as a first calibration output and measuring said second recovered output during said first time period as a second calibration output;
applying said second light pulse during a second time period and measuring said first recovered output during said first time period as a third calibration output and measuring said second recovered output during said second time period as a fourth calibration output; and
computing said first demodulation signal from at least said first calibration output, said second calibration output, said third calibration output, and said fourth calibration output.
3 Assignments
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Accused Products

Abstract
A method and an apparatus for separating a composite signal into a plurality of signals is described. A signal processor receives a composite signal and separates a composite signal in to separate output signals. Feedback from one or more of the output signals is provided to a configuration module that configures the signal processor to improve a quality of the output signals. In one embodiment, the signal processor separates the composite signal by applying a first demodulation signal to the composite signal to generate a first output signal. In one embodiment, the signal processor also applies a second demodulation signal to the composite signal to generate a second output signal. In one embodiment, a phase and/or amplitude of the first demodulation signal and a phase and/or amplitude of the second demodulation signal are selected to reduce crosstalk. In one embodiment, the composite signal is obtained from a detector in a system for measuring one or more blood constituents.
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Covidien PLC
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Covidien PLC
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Masimo Corporation
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Covidien PLC
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Covidien PLC
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JP Morgan Chase Bank N.A.
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Masimo Corporation
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Covidien PLC
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Covidien PLC
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Masimo Corporation
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Cercacor Laboratories
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Cercacor Laboratories
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Optically aligned pulse oximetry sensor and technique for using the same | ||
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Covidien PLC
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Covidien PLC
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Covidien PLC
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Covidien PLC
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Medical sensor for reducing signal artifacts and technique for using the same | ||
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Covidien PLC
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Covidien PLC
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Masimo Corporation
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Masimo Corporation
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Masimo Corporation
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JP Morgan Chase Bank N.A.
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Masimo Corporation
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Masimo Corporation
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Masimo Corporation
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Covidien PLC
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Covidien PLC
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Covidien PLC
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Covidien PLC
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Masimo Corporation
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Masimo Corporation
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Medical sensor and technique for using the same | ||
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Covidien PLC
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Covidien PLC
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Masimo Corporation
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Cercacor Laboratories
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Covidien PLC
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Covidien PLC
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Cercacor Laboratories
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Cercacor Laboratories
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Masimo Corporation
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Masimo Corporation
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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Current Assignee
Covidien PLC
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Covidien PLC
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Contoured protrusion for improving spectroscopic measurement of blood constituents | ||
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Clip-style medical sensor and technique for using the same | ||
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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System and method for estimating physiological parameters by deconvolving artifacts | ||
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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Systems and methods for determining blood oxygen saturation values using complex number encoding | ||
Patent #
US 8,447,374 B2
Filed 10/09/2008
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Cercacor Laboratories
|
System and method for attaching a sensor to a patient's skin | ||
Patent #
US 8,452,364 B2
Filed 12/24/2008
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Medical monitoring device with flexible circuitry | ||
Patent #
US 8,452,366 B2
Filed 03/16/2009
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Congenital heart disease monitor | ||
Patent #
US 8,457,707 B2
Filed 09/19/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Low power pulse oximeter | ||
Patent #
US 8,457,703 B2
Filed 11/13/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Signal processing apparatus | ||
Patent #
US 8,463,349 B2
Filed 05/03/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
Masimo Corporation
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Interference detector for patient monitor | ||
Patent #
US 8,471,713 B2
Filed 07/22/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Laboratories Inc.
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Non-invasive physiological sensor cover | ||
Patent #
US 8,473,020 B2
Filed 07/27/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Laboratories Inc.
|
Non-adhesive oximeter sensor for sensitive skin | ||
Patent #
US 8,483,790 B2
Filed 03/07/2007
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Multiple wavelength sensor drivers | ||
Patent #
US 8,483,787 B2
Filed 10/31/2011
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Variable indication estimator | ||
Patent #
US 8,489,364 B2
Filed 08/31/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
Masimo Corporation
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Alarm suspend system | ||
Patent #
US 8,203,438 B2
Filed 07/28/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Sine saturation transform | ||
Patent #
US 8,498,684 B2
Filed 03/08/2011
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
Masimo Corporation
|
System and method for providing sensor quality assurance | ||
Patent #
US 8,505,821 B2
Filed 06/30/2009
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Method and apparatus for detecting and analyzing variations in a physiologic parameter | ||
Patent #
US 8,509,869 B2
Filed 05/15/2009
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
|
Multi-stream emitter for noninvasive measurement of blood constituents | ||
Patent #
US 8,515,509 B2
Filed 08/03/2009
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Bi-stable medical sensor and technique for using the same | ||
Patent #
US 8,528,185 B2
Filed 08/21/2009
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Shielded connector assembly | ||
Patent #
US 8,529,301 B2
Filed 02/17/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Dual-mode pulse oximeter | ||
Patent #
US 8,532,727 B2
Filed 08/20/2007
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
Masimo Corporation
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Pulse oximeter probe-off detector | ||
Patent #
US 8,532,728 B2
Filed 12/29/2008
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
Masimo Corporation
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Alarm suspend system | ||
Patent #
US 8,547,209 B2
Filed 05/21/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
Masimo Corporation
|
Methods for noninvasively measuring analyte levels in a subject | ||
Patent #
US 8,548,549 B2
Filed 09/09/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Physiological measurement communications adapter | ||
Patent #
US 8,548,548 B2
Filed 11/29/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Optical sensor including disposable and reusable elements | ||
Patent #
US 8,548,550 B2
Filed 07/31/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Noninvasive multi-parameter patient monitor | ||
Patent #
US 8,560,032 B2
Filed 05/22/2012
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Signal processing apparatus | ||
Patent #
US 8,560,034 B1
Filed 07/06/1998
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Heat sink for noninvasive medical sensor | ||
Patent #
US 8,570,503 B2
Filed 06/15/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Physiological trend monitor | ||
Patent #
US 8,570,167 B2
Filed 07/24/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Hemoglobin display and patient treatment | ||
Patent #
US 8,571,619 B2
Filed 05/19/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Flowometry in optical coherence tomography for analyte level estimation | ||
Patent #
US 8,571,617 B2
Filed 03/04/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Adaptive calibration system for spectrophotometric measurements | ||
Patent #
US 8,571,618 B1
Filed 09/27/2010
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Current Assignee
Masimo Laboratories Inc.
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Sponsoring Entity
Masimo Laboratories Inc.
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Noise shielding for a noninvasive device | ||
Patent #
US 8,577,431 B2
Filed 07/02/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Medical sensor for reducing signal artifacts and technique for using the same | ||
Patent #
US 8,577,436 B2
Filed 03/05/2012
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
|
Coaxial LED light sources | ||
Patent #
US 8,577,434 B2
Filed 12/24/2008
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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Noninvasive multi-parameter patient monitor | ||
Patent #
US 8,581,732 B2
Filed 03/05/2012
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Reprocessing of a physiological sensor | ||
Patent #
US 8,584,345 B2
Filed 03/07/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Ear sensor | ||
Patent #
US 8,588,880 B2
Filed 02/16/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Medical sensor and technique for using the same | ||
Patent #
US 8,600,469 B2
Filed 02/07/2011
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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Optical sensor including disposable and reusable elements | ||
Patent #
US 8,600,467 B2
Filed 07/01/2010
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Current Assignee
Masimo Laboratories Inc.
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Sponsoring Entity
Masimo Laboratories Inc.
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Noninvasive multi-parameter patient monitor | ||
Patent #
US 8,626,255 B2
Filed 05/22/2012
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Multi-stream sensor front ends for noninvasive measurement of blood constituents | ||
Patent #
US 8,630,691 B2
Filed 08/03/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Configurable physiological measurement system | ||
Patent #
US 8,634,889 B2
Filed 05/18/2010
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Method and system for self regulation of sensor component contact pressure | ||
Patent #
US 8,634,891 B2
Filed 05/20/2009
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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Non-invasive monitoring of respiratory rate, heart rate and apnea | ||
Patent #
US 8,641,631 B2
Filed 04/08/2005
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Current Assignee
ANDROMED INC.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Perfusion trend indicator | ||
Patent #
US 8,652,060 B2
Filed 01/22/2008
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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System and method for mitigating interference in pulse oximetry | ||
Patent #
US 8,660,626 B2
Filed 02/04/2011
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
|
Sepsis monitor | ||
Patent #
US 8,663,107 B2
Filed 05/03/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Patient monitor for determining microcirculation state | ||
Patent #
US 8,666,468 B1
Filed 05/04/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Respiratory monitoring | ||
Patent #
US 8,667,967 B2
Filed 09/01/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Pulse oximetry system for adjusting medical ventilation | ||
Patent #
US 8,670,811 B2
Filed 06/25/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Low-noise optical probes for reducing ambient noise | ||
Patent #
US 8,670,814 B2
Filed 01/27/2009
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Method and apparatus for reducing coupling between signals in a measurement system | ||
Patent #
US 8,676,286 B2
Filed 01/03/2011
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Cyanotic infant sensor | ||
Patent #
US 8,682,407 B2
Filed 05/03/2011
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Emitter driver for noninvasive patient monitor | ||
Patent #
US 8,688,183 B2
Filed 09/02/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Laboratories Inc.
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Universal modular pulse oximeter probe for use with reusable and disposable patient attachment devices | ||
Patent #
RE44823E1
Filed 02/07/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Acoustic respiratory monitoring sensor having multiple sensing elements | ||
Patent #
US 8,690,799 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Secondary-emitter sensor position indicator | ||
Patent #
US 8,700,112 B2
Filed 02/28/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Acoustic respiratory monitoring sensor having multiple sensing elements | ||
Patent #
US 8,702,627 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Reusable pulse oximeter probe and disposable bandage apparatii | ||
Patent #
US 8,706,179 B2
Filed 05/07/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Method and apparatus for monitoring blood constituent levels in biological tissue | ||
Patent #
US 8,204,566 B2
Filed 08/02/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Reflective non-invasive sensor | ||
Patent #
US 8,712,494 B1
Filed 05/02/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Active pulse blood constituent monitoring | ||
Patent #
RE44875E1
Filed 03/14/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Acoustic patient sensor | ||
Patent #
US 8,715,206 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Method and apparatus for demodulating signals in a pulse oximetry system | ||
Patent #
US 8,718,737 B2
Filed 04/02/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological parameter confidence measure | ||
Patent #
US 8,718,735 B2
Filed 06/03/2011
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Non-invasive sensor calibration device | ||
Patent #
US 8,720,249 B2
Filed 04/11/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological monitor | ||
Patent #
US 8,721,541 B2
Filed 01/18/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological parameter system | ||
Patent #
US 8,721,542 B2
Filed 08/07/2008
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Patient safety system with automatically adjusting bed | ||
Patent #
US 8,723,677 B1
Filed 10/19/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Patient monitor capable of accounting for environmental conditions | ||
Patent #
US 8,740,792 B1
Filed 07/08/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Interference detector for patient monitor | ||
Patent #
US 8,754,776 B2
Filed 06/14/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Laboratories Inc.
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Patient monitoring system for indicating an abnormal condition | ||
Patent #
US 8,755,872 B1
Filed 07/27/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Acoustic respiratory monitoring sensor having multiple sensing elements | ||
Patent #
US 8,755,535 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Signal processing apparatus | ||
Patent #
US 8,755,856 B2
Filed 02/22/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Reflection-detector sensor position indicator | ||
Patent #
US 8,761,850 B2
Filed 12/21/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Disposable active pulse sensor | ||
Patent #
US 8,764,671 B2
Filed 06/26/2008
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Multispot monitoring for use in optical coherence tomography | ||
Patent #
US 8,768,423 B2
Filed 03/04/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Acoustic sensor assembly | ||
Patent #
US 8,771,204 B2
Filed 12/21/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Multiple wavelength optical sensor | ||
Patent #
US 8,781,544 B2
Filed 03/26/2008
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Manual and automatic probe calibration | ||
Patent #
US 8,781,543 B2
Filed 03/26/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Noninvasive oximetry optical sensor including disposable and reusable elements | ||
Patent #
US 8,781,549 B2
Filed 08/14/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Monitoring blood constituent levels in biological tissue | ||
Patent #
US 8,788,003 B2
Filed 04/25/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Calibration for multi-stage physiological monitors | ||
Patent #
US 8,801,613 B2
Filed 12/03/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological acoustic monitoring system | ||
Patent #
US 8,821,415 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Depth of consciousness monitor including oximeter | ||
Patent #
US 8,821,397 B2
Filed 09/27/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Blood analysis system | ||
Patent #
US 8,830,449 B1
Filed 04/17/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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Apparatus and method for creating a stable optical interface | ||
Patent #
US 8,831,700 B2
Filed 07/09/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Modular patient monitor | ||
Patent #
US 8,840,549 B2
Filed 09/24/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Alarm suspend system | ||
Patent #
US 8,847,740 B2
Filed 09/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multiple wavelength sensor emitters | ||
Patent #
US 8,849,365 B2
Filed 02/25/2013
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Physiological parameter system | ||
Patent #
US 8,852,094 B2
Filed 12/21/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Optical sensor including disposable and reusable elements | ||
Patent #
US 8,868,150 B2
Filed 09/30/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
|
Physiological acoustic monitoring system | ||
Patent #
US 8,870,792 B2
Filed 10/12/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Non-invasive physiological sensor cover | ||
Patent #
US 8,886,271 B2
Filed 06/17/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Laboratories Inc.
|
Shielded connector assembly | ||
Patent #
US 8,888,539 B2
Filed 08/09/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Signal processing apparatus and method | ||
Patent #
US 8,888,708 B2
Filed 05/14/2012
|
Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Sine saturation transform | ||
Patent #
US 8,892,180 B2
Filed 07/29/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Digit gauge for noninvasive optical sensor | ||
Patent #
US 8,897,847 B2
Filed 03/18/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Sensor with integrated living hinge and spring | ||
Patent #
US 8,897,850 B2
Filed 12/29/2008
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Multi-stream sensor front ends for noninvasive measurement of blood constituents | ||
Patent #
US 8,909,310 B2
Filed 01/13/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
|
Patient monitor including multi-parameter graphical display | ||
Patent #
US 8,911,377 B2
Filed 09/15/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Noninvasive multi-parameter patient monitor | ||
Patent #
US 8,912,909 B2
Filed 11/11/2013
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Medical sensor and technique for using the same | ||
Patent #
US 8,914,088 B2
Filed 09/30/2008
|
Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Multipurpose sensor port | ||
Patent #
US 8,920,317 B2
Filed 09/13/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
System and method for monitoring the life of a physiological sensor | ||
Patent #
US 8,922,382 B2
Filed 01/27/2011
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Low noise oximetry cable including conductive cords | ||
Patent #
US 8,921,699 B2
Filed 04/04/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Multiple wavelength sensor drivers | ||
Patent #
US 8,929,964 B2
Filed 07/08/2013
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Signal processing apparatus | ||
Patent #
US 8,942,777 B2
Filed 05/25/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Systems and methods for determining blood oxygen saturation values using complex number encoding | ||
Patent #
US 8,948,835 B2
Filed 05/17/2013
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Cercacor Laboratories
|
Signal processing apparatus | ||
Patent #
US 8,948,834 B2
Filed 03/02/2005
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Tissue profile wellness monitor | ||
Patent #
US 8,965,471 B2
Filed 02/11/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
|
Medical sensor for reducing motion artifacts and technique for using the same | ||
Patent #
US 8,965,473 B2
Filed 10/06/2011
|
Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Perfusion index smoother | ||
Patent #
US 8,983,564 B2
Filed 09/26/2012
|
Current Assignee
JP Morgan Chase Bank N.A.
|
Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Disposable components for reusable physiological sensor | ||
Patent #
US 8,989,831 B2
Filed 05/18/2010
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Robust alarm system | ||
Patent #
US 8,996,085 B2
Filed 06/14/2011
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Current Assignee
JP Morgan Chase Bank N.A.
|
Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Systems and methods for calibrating minimally invasive and non-invasive physiological sensor devices | ||
Patent #
US 8,998,809 B2
Filed 05/09/2007
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Current Assignee
Cercacor Laboratories
|
Sponsoring Entity
Cercacor Laboratories
|
System and method for linking patient data to a patient and providing sensor quality assurance | ||
Patent #
US 9,010,634 B2
Filed 06/30/2009
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Current Assignee
Covidien PLC
|
Sponsoring Entity
Covidien PLC
|
Acoustic sensor assembly | ||
Patent #
US 9,028,429 B2
Filed 04/23/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Hemoglobin display and patient treatment | ||
Patent #
US 9,037,207 B2
Filed 10/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Flowometry in optical coherence tomography for analyte level estimation | ||
Patent #
US 9,060,721 B2
Filed 10/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Patient monitor for monitoring microcirculation | ||
Patent #
US 9,066,666 B2
Filed 02/09/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Cercacor Laboratories
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System for determining confidence in respiratory rate measurements | ||
Patent #
US 9,066,680 B1
Filed 10/15/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Pulse oximeter access apparatus and method | ||
Patent #
US 9,072,474 B2
Filed 01/27/2009
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Method for data reduction and calibration of an OCT-based physiological monitor | ||
Patent #
US 9,078,560 B2
Filed 11/02/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
GLT Acquisition Corporation
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Method and apparatus for reducing coupling between signals in a measurement system | ||
Patent #
US 9,084,569 B2
Filed 03/17/2014
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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System for generating alarms based on alarm patterns | ||
Patent #
US 9,095,316 B2
Filed 04/19/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Pulse oximetry system with low noise cable hub | ||
Patent #
US 9,106,038 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Pulse oximetry system with electrical decoupling circuitry | ||
Patent #
US 9,107,625 B2
Filed 05/05/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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System and method for monitoring the life of a physiological sensor | ||
Patent #
US 9,107,626 B2
Filed 12/17/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological measurement communications adapter | ||
Patent #
US 9,113,831 B2
Filed 09/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Wrist-mounted physiological measurement device | ||
Patent #
US 9,113,832 B2
Filed 03/18/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Reflection-detector sensor position indicator | ||
Patent #
US 9,119,595 B2
Filed 06/18/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological trend monitor | ||
Patent #
US 9,131,883 B2
Filed 10/28/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Hypersaturation index | ||
Patent #
US 9,131,881 B2
Filed 04/17/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Noninvasive multi-parameter patient monitor | ||
Patent #
US 9,131,882 B2
Filed 10/11/2013
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Acoustic sensor assembly | ||
Patent #
US 9,131,917 B2
Filed 03/27/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Sensor adapter cable | ||
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US 9,138,180 B1
Filed 05/03/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Systems and methods for storing, analyzing, retrieving and displaying streaming medical data | ||
Patent #
US 9,142,117 B2
Filed 11/13/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Optical sensor including disposable and reusable elements | ||
Patent #
US 9,138,182 B2
Filed 10/29/2013
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Current Assignee
Masimo Laboratories Inc.
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Sponsoring Entity
Masimo Laboratories Inc.
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Variable indication estimator | ||
Patent #
US 9,138,192 B2
Filed 07/15/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Alarm suspend system | ||
Patent #
US 9,153,121 B2
Filed 08/26/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Modular patient monitor | ||
Patent #
US 9,153,112 B1
Filed 03/02/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Modular patient monitor | ||
Patent #
US 9,161,696 B2
Filed 12/17/2009
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Multi-mode patient monitor configured to self-configure for a selected or determined mode of operation | ||
Patent #
US 9,161,713 B2
Filed 12/20/2012
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological parameter confidence measure | ||
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US 9,167,995 B2
Filed 03/18/2014
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Physiological monitor calibration system | ||
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US 9,176,141 B2
Filed 10/15/2011
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Emitter driver for noninvasive patient monitor | ||
Patent #
US 9,186,102 B2
Filed 03/27/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Patient monitor for determining microcirculation state | ||
Patent #
US 9,192,312 B2
Filed 01/21/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Variable mode pulse indicator | ||
Patent #
US 9,192,329 B2
Filed 10/12/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Acoustic respiratory monitoring sensor with probe-off detection | ||
Patent #
US 9,192,351 B1
Filed 07/20/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological monitor touchscreen interface | ||
Patent #
US 9,195,385 B2
Filed 03/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Disposable active pulse sensor | ||
Patent #
US 9,211,072 B2
Filed 05/16/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological measurement logic engine | ||
Patent #
US 9,211,095 B1
Filed 03/20/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Medical monitoring system | ||
Patent #
US 9,218,454 B2
Filed 03/03/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Patient safety system with automatically adjusting bed | ||
Patent #
US 9,226,696 B2
Filed 05/12/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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METHOD AND APPARATUS FOR REDUCING COUPLING BETWEEN SIGNALS IN A MEASUREMENT SYSTEM | ||
Patent #
US 20160007930A1
Filed 07/14/2015
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Configurable physiological measurement system | ||
Patent #
US 9,241,662 B2
Filed 12/11/2013
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Low noise cable providing communication between electronic sensor components and patient monitor | ||
Patent #
US 9,245,668 B1
Filed 06/28/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Ear sensor | ||
Patent #
US 9,259,185 B2
Filed 08/23/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 9,277,880 B2
Filed 07/01/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Signal processing apparatus and method | ||
Patent #
US 9,289,167 B2
Filed 12/05/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Non-invasive physiological sensor cover | ||
Patent #
US 9,295,421 B2
Filed 10/13/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Plethysmographic respiration processor | ||
Patent #
US 9,307,928 B1
Filed 03/30/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Health care sanitation monitoring system | ||
Patent #
US 9,323,894 B2
Filed 08/17/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Pulse oximetry sensor | ||
Patent #
D755392S1
Filed 02/06/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Opticoustic sensor | ||
Patent #
US 9,326,712 B1
Filed 06/02/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Drug administration controller | ||
Patent #
US 9,333,316 B2
Filed 05/18/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Multiple-wavelength physiological monitor | ||
Patent #
US 9,341,565 B2
Filed 03/28/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Multi-wavelength physiological monitor | ||
Patent #
US 9,339,220 B2
Filed 04/12/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Method and apparatus for demodulating signals in a pulse oximetry system | ||
Patent #
US 9,351,673 B2
Filed 05/05/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Noninvasive multi-parameter patient monitor | ||
Patent #
US 9,351,675 B2
Filed 12/02/2014
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Hemoglobin display and patient treatment | ||
Patent #
US 9,370,325 B2
Filed 05/18/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Oximeter probe off indicator defining probe off space | ||
Patent #
US 9,370,326 B2
Filed 09/11/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological acoustic monitoring system | ||
Patent #
US 9,370,335 B2
Filed 10/23/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Systems and methods for acquiring calibration data usable in a pulse oximeter | ||
Patent #
US 9,375,185 B2
Filed 08/20/2007
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological acoustic monitoring system | ||
Patent #
US 9,386,961 B2
Filed 08/29/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Method of sterilizing a reusable portion of a noninvasive optical probe | ||
Patent #
US 9,386,953 B2
Filed 08/12/2011
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Shielded connector assembly | ||
Patent #
US 9,397,448 B2
Filed 10/20/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Automated CCHD screening and detection | ||
Patent #
US 9,392,945 B2
Filed 01/03/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Non-invasive blood pressure measurement system | ||
Patent #
US 9,408,542 B1
Filed 07/22/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Medical monitoring hub | ||
Patent #
US 9,436,645 B2
Filed 10/12/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Blood glucose calibration system | ||
Patent #
US 9,445,759 B1
Filed 12/24/2012
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Patient monitor as a minimally invasive glucometer | ||
Patent #
US 9,474,474 B2
Filed 03/04/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Configurable patient monitoring system | ||
Patent #
US 9,480,435 B2
Filed 02/08/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Cyanotic infant sensor | ||
Patent #
US 9,480,422 B2
Filed 03/24/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological monitor | ||
Patent #
US 9,492,110 B2
Filed 05/12/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Analyte monitoring using one or more accelerometers | ||
Patent #
US 9,510,779 B2
Filed 09/16/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Optical-based physiological monitoring system | ||
Patent #
US 9,517,024 B2
Filed 09/05/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Patient monitoring system | ||
Patent #
US 9,532,722 B2
Filed 06/19/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Depth of consciousness monitor including oximeter | ||
Patent #
US 9,538,949 B2
Filed 08/27/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Acoustic respiratory monitoring sensor having multiple sensing elements | ||
Patent #
US 9,538,980 B2
Filed 04/07/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological parameter confidence measure | ||
Patent #
US 9,549,696 B2
Filed 09/21/2015
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Noninvasively measuring analyte levels in a subject | ||
Patent #
US 9,554,737 B2
Filed 09/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Universal medical system | ||
Patent #
US 9,560,996 B2
Filed 10/30/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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System and method for monitoring the life of a physiological sensor | ||
Patent #
US 9,560,998 B2
Filed 08/07/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Pulse oximeter with adaptive power conservation | ||
Patent #
US 9,560,994 B2
Filed 03/24/2009
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Current Assignee
Covidien PLC
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Sponsoring Entity
Covidien PLC
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Respiratory monitoring | ||
Patent #
US 9,566,019 B2
Filed 01/13/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Non-invasive intravascular volume index monitor | ||
Patent #
US 9,579,039 B2
Filed 01/10/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Contoured protrusion for improving spectroscopic measurement of blood constituents | ||
Patent #
US 9,591,975 B2
Filed 05/06/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Systems and methods for determining blood oxygen saturation values using complex number encoding | ||
Patent #
US 9,622,693 B2
Filed 01/30/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Personal health device | ||
Patent #
US 9,622,692 B2
Filed 05/16/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Pulse and confidence indicator displayed proximate plethysmograph | ||
Patent #
US 9,636,055 B2
Filed 10/24/2011
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological trend monitor | ||
Patent #
US 9,636,056 B2
Filed 04/10/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Blood pressure measurement method | ||
Patent #
US 9,649,054 B2
Filed 08/25/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Reprocessing of a physiological sensor | ||
Patent #
US 9,662,052 B2
Filed 11/13/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Wireless patient monitoring device | ||
Patent #
D788312S1
Filed 08/24/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Emitter driver for noninvasive patient monitor | ||
Patent #
US 9,668,680 B2
Filed 11/16/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Method for data reduction and calibration of an OCT-based physiological monitor | ||
Patent #
US 9,668,679 B2
Filed 06/11/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Plethysmograph pulse recognition processor | ||
Patent #
US 9,675,286 B2
Filed 08/02/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Congenital heart disease monitor | ||
Patent #
US 9,687,160 B2
Filed 05/31/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Physiological measurement logic engine | ||
Patent #
US 9,693,737 B2
Filed 12/11/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Noninvasive oximetry optical sensor including disposable and reusable elements | ||
Patent #
US 9,693,719 B2
Filed 07/15/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Automated assembly sensor cable | ||
Patent #
US 9,697,928 B2
Filed 07/25/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Magnetic-flap optical sensor | ||
Patent #
US 9,717,458 B2
Filed 10/17/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Noise shielding for a noninvaise device | ||
Patent #
US 9,717,425 B2
Filed 11/01/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Active-pulse blood analysis system | ||
Patent #
US 9,724,025 B1
Filed 07/10/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Adaptive alarm system | ||
Patent #
US 9,724,024 B2
Filed 02/28/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Respiration processor | ||
Patent #
US 9,724,016 B1
Filed 10/15/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Pulse oximeter probe-off detector | ||
Patent #
US 9,730,640 B2
Filed 09/10/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Pulse oximeter access apparatus and method | ||
Patent #
US 9,743,887 B2
Filed 07/02/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Intelligent medical network edge router | ||
Patent #
US 9,749,232 B2
Filed 09/18/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Multiple wavelength sensor emitters | ||
Patent #
US 9,750,443 B2
Filed 08/29/2014
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Physiological status monitor | ||
Patent #
US 9,750,442 B2
Filed 03/10/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Acoustic respiratory monitoring sensor with probe-off detection | ||
Patent #
US 9,750,461 B1
Filed 12/20/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Systems and methods for analyzing a physiological sensor signal | ||
Patent #
US 9,770,210 B2
Filed 09/23/2011
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Current Assignee
Nellcor Puritan Bennett Ireland
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Sponsoring Entity
Nellcor Puritan Bennett Ireland
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Magnetic electrical connector for patient monitors | ||
Patent #
US 9,775,545 B2
Filed 09/27/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Hypersaturation index | ||
Patent #
US 9,775,546 B2
Filed 09/11/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Adaptive alarm system | ||
Patent #
US 9,775,570 B2
Filed 05/01/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological monitor gauge panel | ||
Patent #
US 9,778,079 B1
Filed 10/29/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Modulated physiological sensor | ||
Patent #
US 9,782,077 B2
Filed 08/13/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Opticoustic sensor | ||
Patent #
US 9,782,110 B2
Filed 10/30/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological test credit method | ||
Patent #
US 9,787,568 B2
Filed 11/04/2013
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Body worn mobile medical patient monitor | ||
Patent #
US 9,788,735 B2
Filed 04/27/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological parameter tracking system | ||
Patent #
US 9,788,768 B2
Filed 02/26/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Wearable portable patient monitor | ||
Patent #
US 9,795,300 B2
Filed 04/27/2017
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Acoustic sensor assembly | ||
Patent #
US 9,795,358 B2
Filed 08/06/2015
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Patient monitor for determining microcirculation state | ||
Patent #
US 9,795,310 B2
Filed 10/26/2015
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Hemoglobin display and patient treatment | ||
Patent #
US 9,795,739 B2
Filed 06/16/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Method and apparatus for reducing coupling between signals in a measurement system | ||
Patent #
US 9,801,588 B2
Filed 07/14/2015
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Patient monitor for monitoring microcirculation | ||
Patent #
US 9,801,556 B2
Filed 06/22/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Robust fractional saturation determination | ||
Patent #
US 9,808,188 B1
Filed 03/08/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Sine saturation transform | ||
Patent #
US 9,814,418 B2
Filed 11/17/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Fluid titration system | ||
Patent #
US 9,820,691 B2
Filed 11/01/2011
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Optical-based physiological monitoring system | ||
Patent #
US 9,833,152 B2
Filed 11/09/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multispot monitoring for use in optical coherence tomography | ||
Patent #
US 9,833,180 B2
Filed 05/16/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological measurement system with automatic wavelength adjustment | ||
Patent #
US 9,839,381 B1
Filed 11/18/2010
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Regional oximetry pod | ||
Patent #
US 9,839,379 B2
Filed 10/06/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Modular patient monitor | ||
Patent #
US 9,847,002 B2
Filed 06/08/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Respiratory pause detector | ||
Patent #
US 9,848,800 B1
Filed 10/15/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Tissue profile wellness monitor | ||
Patent #
US 9,848,807 B2
Filed 01/16/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Low power pulse oximeter | ||
Patent #
US 9,848,806 B2
Filed 06/03/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
|
Method and apparatus for calibration to reduce coupling between signals in a measurement system | ||
Patent #
US 9,861,305 B1
Filed 08/26/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Optical sensor including disposable and reusable elements | ||
Patent #
US 9,861,304 B2
Filed 08/18/2015
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Current Assignee
Masimo Laboratories Inc.
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Sponsoring Entity
Masimo Laboratories Inc.
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Physiological acoustic monitoring system | ||
Patent #
US 9,867,578 B2
Filed 07/07/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Arm mountable portable patient monitor | ||
Patent #
US 9,872,623 B2
Filed 04/24/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Sensor adapter cable | ||
Patent #
US 9,876,320 B2
Filed 09/11/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
System for determining confidence in respiratory rate measurements | ||
Patent #
US 9,877,686 B2
Filed 06/26/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Pulser with double-bearing position encoder for non-invasive physiological monitoring | ||
Patent #
US 9,891,079 B2
Filed 07/17/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Disposable components for reusable physiological sensor | ||
Patent #
US 9,895,107 B2
Filed 02/19/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Medical monitoring hub | ||
Patent #
US 9,913,617 B2
Filed 07/19/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Apparatus and method for creating a stable optical interface | ||
Patent #
US 9,924,893 B2
Filed 08/04/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Heated reprocessing of physiological sensors | ||
Patent #
US 9,924,897 B1
Filed 06/08/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Patient monitor placement indicator | ||
Patent #
US 9,936,917 B2
Filed 03/13/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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System for displaying medical monitoring data | ||
Patent #
US 9,943,269 B2
Filed 10/10/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Patient monitor capable of monitoring the quality of attached probes and accessories | ||
Patent #
US 9,949,676 B2
Filed 08/27/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Acoustic patient sensor coupler | ||
Patent #
US 9,955,937 B2
Filed 09/18/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Non-invasive physiological sensor cover | ||
Patent #
US 9,980,667 B2
Filed 02/18/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Patient monitoring system | ||
Patent #
US 9,986,919 B2
Filed 03/15/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Heart sound simulator | ||
Patent #
US 9,986,952 B2
Filed 03/10/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Interference detector for patient monitor | ||
Patent #
US 9,989,560 B2
Filed 06/05/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Medical monitoring hub | ||
Patent #
US 9,993,207 B2
Filed 07/19/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Medical monitoring system | ||
Patent #
US 10,007,758 B2
Filed 09/19/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Regional oximetry user interface | ||
Patent #
US 10,010,276 B2
Filed 10/06/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Medical monitoring system | ||
Patent #
US 10,032,002 B2
Filed 10/14/2010
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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System and method for monitoring the life of a physiological sensor | ||
Patent #
US 10,039,482 B2
Filed 12/22/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Non-invasive blood pressure measurement system | ||
Patent #
US 10,052,037 B2
Filed 08/05/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multipurpose sensor port | ||
Patent #
US 10,058,275 B2
Filed 12/29/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Variable mode pulse indicator | ||
Patent #
US 10,064,562 B2
Filed 11/20/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Autonomous drug delivery system | ||
Patent #
US 10,086,138 B1
Filed 01/28/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Plethysmograph variability processor | ||
Patent #
US 10,092,200 B2
Filed 04/08/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Robust alarm system | ||
Patent #
US 10,092,249 B2
Filed 03/30/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Plethysmographic respiration rate detection | ||
Patent #
US 10,098,550 B2
Filed 04/11/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological parameter system | ||
Patent #
US 10,098,591 B2
Filed 05/12/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological acoustic monitoring system | ||
Patent #
US 10,098,610 B2
Filed 06/16/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Configurable physiological measurement system | ||
Patent #
US 10,123,726 B2
Filed 12/14/2015
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Method for data reduction and calibration of an OCT-based physiological monitor | ||
Patent #
US 10,130,291 B2
Filed 05/25/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Pulse and confidence indicator displayed proximate plethysmograph | ||
Patent #
US 10,130,289 B2
Filed 04/26/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Medical monitoring device | ||
Patent #
D835284S1
Filed 04/28/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Medical monitoring device | ||
Patent #
D835282S1
Filed 04/28/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Medical monitoring device | ||
Patent #
D835285S1
Filed 04/28/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Medical monitoring device | ||
Patent #
D835283S1
Filed 04/28/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Wireless patient monitoring device | ||
Patent #
US 10,149,616 B2
Filed 02/07/2013
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Modular physiological sensors | ||
Patent #
US 10,154,815 B2
Filed 10/06/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Handheld processing device including medical applications for minimally and non invasive glucose measurements | ||
Patent #
US 10,159,412 B2
Filed 05/04/2015
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Wireless patient monitoring device | ||
Patent #
US 10,188,296 B2
Filed 08/24/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Non-invasive physiological sensor cover | ||
Patent #
US 10,188,331 B1
Filed 10/02/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Parameter upgrade system | ||
Patent #
US 10,188,348 B2
Filed 06/04/2007
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Non-invasive physiological sensor cover | ||
Patent #
US 10,194,848 B1
Filed 10/02/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Perfusion index smoother | ||
Patent #
US 10,194,847 B2
Filed 03/16/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Adaptive alarm system | ||
Patent #
RE47218E1
Filed 01/26/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Noninvasive oximetry optical sensor including disposable and reusable elements | ||
Patent #
US 10,201,298 B2
Filed 07/05/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Magnetic connector | ||
Patent #
US 10,205,272 B2
Filed 10/07/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Pogo pin connector | ||
Patent #
US 10,205,291 B2
Filed 02/05/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Alarm suspend system | ||
Patent #
RE47244E1
Filed 05/01/2017
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Alarm suspend system | ||
Patent #
RE47249E1
Filed 05/01/2017
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Arm mountable portable patient monitor | ||
Patent #
US 10,213,108 B2
Filed 03/03/2017
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Physiological measurement device | ||
Patent #
US 10,219,706 B2
Filed 10/11/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Oximeter probe off indicator defining probe off space | ||
Patent #
US 10,219,746 B2
Filed 06/20/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Patient-worn wireless physiological sensor | ||
Patent #
US 10,226,187 B2
Filed 08/31/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
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Sepsis monitor | ||
Patent #
US 10,226,576 B2
Filed 02/27/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Proximity sensor in pulse oximeter | ||
Patent #
US 10,231,670 B2
Filed 06/18/2015
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Dual-mode patient monitor | ||
Patent #
US 10,231,676 B2
Filed 09/09/2013
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Current Assignee
JP Morgan Chase Bank N.A.
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Total hemoglobin screening sensor | ||
Patent #
US 10,231,657 B2
Filed 09/03/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Tissue profile wellness monitor | ||
Patent #
US 10,251,586 B2
Filed 11/15/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Noninvasive multi-parameter patient monitor | ||
Patent #
US 10,251,585 B2
Filed 04/25/2016
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Physiological parameter alarm delay | ||
Patent #
US 10,255,994 B2
Filed 02/12/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,258,266 B1
Filed 12/06/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,258,265 B1
Filed 12/06/2018
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Masimo Corporation
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Alarm suspend system | ||
Patent #
RE47353E1
Filed 05/01/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Patient monitor for monitoring microcirculation | ||
Patent #
US 10,271,749 B2
Filed 10/30/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Patient monitor for determining microcirculation state | ||
Patent #
US 10,271,748 B2
Filed 09/19/2017
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
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Apparatus and method for creating a stable optical interface | ||
Patent #
US 10,278,626 B2
Filed 02/15/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Automated CCHD screening and detection | ||
Patent #
US 10,278,648 B2
Filed 09/28/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Avatar-incentive healthcare therapy | ||
Patent #
US 10,279,247 B2
Filed 12/15/2014
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Ear sensor | ||
Patent #
US 10,292,657 B2
Filed 01/27/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,292,628 B1
Filed 01/29/2019
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Monitor configuration system | ||
Patent #
US 10,292,664 B2
Filed 07/29/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Robust fractional saturation determination | ||
Patent #
US 10,299,709 B2
Filed 10/26/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,299,708 B1
Filed 01/29/2019
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological test credit method | ||
Patent #
US 10,305,775 B2
Filed 09/22/2017
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
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Patient position detection system | ||
Patent #
US 10,307,111 B2
Filed 10/10/2014
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Physiological alarm threshold determination | ||
Patent #
US 10,325,681 B2
Filed 02/12/2018
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Fold flex circuit for LNOP | ||
Patent #
US 10,327,337 B2
Filed 02/05/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Multiple wavelength sensor emitters | ||
Patent #
US 10,327,683 B2
Filed 09/01/2017
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Current Assignee
Cercacor Laboratories
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Sponsoring Entity
Cercacor Laboratories
|
Modular multi-parameter patient monitoring device | ||
Patent #
US 10,327,713 B2
Filed 02/23/2018
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Medical characterization system | ||
Patent #
US 10,332,630 B2
Filed 02/13/2012
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Current Assignee
Masimo Corporation
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Sponsoring Entity
JP Morgan Chase Bank N.A.
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Physiological monitor | ||
Patent #
US 10,335,072 B2
Filed 11/14/2016
|
Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Physiological measurement device | ||
Patent #
US 10,335,033 B2
Filed 11/21/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,335,068 B2
Filed 12/28/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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System and method for monitoring the life of a physiological sensor | ||
Patent #
US 10,342,470 B2
Filed 07/27/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Disposable components for reusable physiological sensor | ||
Patent #
US 10,342,487 B2
Filed 01/08/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Physiological acoustic monitoring system | ||
Patent #
US 10,342,497 B2
Filed 12/11/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Automated CCHD screening and detection | ||
Patent #
US 10,349,898 B2
Filed 06/28/2016
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Acoustic respiratory monitoring sensor having multiple sensing elements | ||
Patent #
US 10,349,895 B2
Filed 12/01/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
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Modular patient monitor | ||
Patent #
US 10,354,504 B2
Filed 11/15/2017
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
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Bidirectional physiological information display | ||
Patent #
US 10,357,209 B2
Filed 06/06/2017
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
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Variable indication estimator | ||
Patent #
US 10,357,206 B2
Filed 03/06/2018
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
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Physiological alarm threshold determination | ||
Patent #
US 10,366,787 B2
Filed 02/12/2018
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
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Flowometry in optical coherence tomography for analyte level estimation | ||
Patent #
US 10,368,787 B2
Filed 05/13/2015
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,376,191 B1
Filed 05/10/2019
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Multi-stream data collection system for noninvasive measurement of blood constituents | ||
Patent #
US 10,376,190 B1
Filed 05/10/2019
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Wireless patient monitoring systems and methods | ||
Patent #
US 10,383,527 B2
Filed 08/31/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Enhanced visible near-infrared photodiode and non-invasive physiological sensor | ||
Patent #
US 10,383,520 B2
Filed 09/18/2015
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Current Assignee
Masimo Semiconductor Inc.
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Sponsoring Entity
Masimo Semiconductor Inc.
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Localized projection of audible noises in medical settings | ||
Patent #
US 10,388,120 B2
Filed 02/26/2018
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Current Assignee
Masimo Corporation
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Sponsoring Entity
Masimo Corporation
|
Optical-based physiological monitoring system | ||
Patent #
US 10,398,320 B2
Filed 11/02/2017
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Physiological measurement logic engine | ||
Patent #
US 10,405,804 B2
Filed 06/27/2017
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Hemoglobin display and patient treatment | ||
Patent #
US 10,413,666 B2
Filed 10/20/2017
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Optical sensor including disposable and reusable elements | ||
Patent #
US 10,420,493 B2
Filed 12/13/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Low power pulse oximeter | ||
Patent #
US 10,433,776 B2
Filed 10/29/2018
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Acoustic pulse and respiration monitoring system | ||
Patent #
US 10,441,181 B1
Filed 03/03/2015
|
Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Nasal/oral cannula system and manufacturing | ||
Patent #
US 10,441,196 B2
Filed 01/22/2016
|
Current Assignee
MASIMO Sweden AB
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Sponsoring Entity
MASIMO Sweden AB
|
Systems and methods for patient fall detection | ||
Patent #
US 10,448,844 B2
Filed 08/31/2016
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Current Assignee
Masimo Corporation
|
Sponsoring Entity
Masimo Corporation
|
Advanced pulse oximetry sensor | ||
Patent #
US 10,448,871 B2
Filed 06/28/2016
|
Current Assignee
Masimo Corporation
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11 Claims
- 1. A method of reducing crosstalk between two signals generated by applying a first pulse and a second pulse to measure a parameter, wherein said first pulse and said second pulse are applied periodically at a first repetition rate defining a period, and wherein said first pulse is generated during a first interval in each period and said second pulse is generated during a second interval in each period, said first and second pulses producing first and second parametric signals responsive to said parameter, said first and second parametric signals being received by a detector which outputs a composite signal responsive to said first and second parametric signals, said method comprising:
applying a first demodulation signal to said composite signal to generate a first demodulated output signal, said first demodulation signal comprising at least one component having at least a first amplitude and a first phase; applying a second demodulation signal to said composite signal to generate a second demodulated output signal, said second demodulation signal comprising at least one component having at least a second amplitude and a second phase; lowpass filtering said first demodulated output signal to generate a first recovered output signal responsive to said first parametric signal; lowpass filtering said second demodulated output signal to generate a second recovered output signal responsive to said second parametric signal; and choosing at least one of said first phase, said second phase, said first amplitude, and said second amplitude to reduce crosstalk components in said first recovered output signal and said second recovered output signal based at least in part on data obtained from said detector during a calibration procedure, wherein said choosing comprises; applying said first light pulse during a first time period and measuring said first recovered output during said first time period as a first calibration output and measuring said second recovered output during said first time period as a second calibration output; applying said second light pulse during a second time period and measuring said first recovered output during said first time period as a third calibration output and measuring said second recovered output during said second time period as a fourth calibration output; and computing said first demodulation signal from at least said first calibration output, said second calibration output, said third calibration output, and said fourth calibration output. - View Dependent Claims (2)
- 3. A method of reducing crosstalk between two signals generated by applying a first pulse and a second pulse to measure a parameter, wherein said first pulse and said second pulse are applied periodically at a first repetition rate defining a period, and wherein said first pulse is generated during a first interval in each period and said second pulse is generated during a second interval in each period, said first and second pulses producing first and second parametric signals responsive to said parameter, said first and second parametric signals being received by a detector which outputs a composite signal responsive to said first and second parametric signals, said method comprising:
applying a first demodulation signal to said composite signal to generate a first demodulated output signal, said first demodulation signal comprising at least one component having at least a first amplitude and a first phase; applying a second demodulation signal to said composite signal to generate a second demodulated output signal, said second demodulation signal comprising at least one component having at least a second amplitude and a second phase; lowpass filtering said first demodulated output signal to generate a first recovered output signal responsive to said first parametric signal; lowpass filtering said second demodulated output signal to generate a second recovered output signal responsive to said second parametric signal; and choosing at least one of said first phase, said second phase, said first amplitude, and said second amplitude to reduce crosstalk components in said first recovered output signal and said second recovered output signal based at least in part on data obtained from said detector during a calibration procedure, wherein said first demodulation signal comprises a sum of a first demodulation component having a first amplitude and a second demodulation component having a second amplitude, said second demodulation component in quadrature with said first demodulation component and wherein choosing said first phase comprises choosing said first amplitude and said second amplitude.
- 4. A method of reducing crosstalk between two signals generated by applying a first pulse and a second pulse to measure a parameter, wherein said first pulse and said second pulse are applied periodically at a first repetition rate defining a period, and wherein said first pulse is generated during a first interval in each period and said second pulse is generated during a second interval in each period, said first and second pulses producing first and second parametric signals responsive to said parameter, said first and second parametric signals being received by a detector which outputs a composite signal responsive to said first and second parametric signals, said method comprising:
applying a first demodulation signal to said composite signal to generate a first demodulated output signal, said first demodulation signal comprising at least one component having at least a first amplitude and a first phase; applying a second demodulation signal to said composite signal to generate a second demodulated output signal, said second demodulation signal comprising at least one component having at least a second amplitude and a second phase; lowpass filtering said first demodulated output signal to generate a first recovered output signal responsive to said first parametric signal; lowpass filtering said second demodulated output signal to generate a second recovered output signal responsive to said second parametric signal; and choosing at least one of said first phase, said second phase, said first amplitude, and said second amplitude to reduce crosstalk components in said first recovered output signal and said second recovered output signal based at least in part on data obtained from said detector during a calibration procedure, wherein said first demodulation signal comprises a sum of a sinusoidal component having a first amplitude and a cosinusoidal component having a second amplitude, and wherein choosing said first phase comprises choosing said first amplitude and said second amplitude by using a least squares minimization of an error corresponding to said crosstalk. - View Dependent Claims (5, 6)
- 7. A pulse oximetry system, comprising:
a modulation signal generator, said modulation signal generator generating a first modulation signal comprising a first pulse which repeats at a first repetition frequency, said first pulse having a duty cycle, said modulation signal generator generating a second modulation signal comprising a second pulse which also repeats at said first repetition frequency, said second pulse having a duty cycle, said second pulse occurring at non-overlapping times with respect to said first pulse, said first and second pulses comprising a plurality of components wherein a first component has a frequency corresponding to said repetition frequency and a second component has a second frequency corresponding to twice said first frequency, said second component having an amplitude which has a first predetermined relationship to an amplitude of said first component; a first transmitter which emits electromagnetic energy at a first wavelength in response to said first pulse; a second transmitter which emits electromagnetic energy at a second wavelength in response to said second pulse; a detector which receives electromagnetic energy at said first and second wavelengths after passing through a portion of a subject and which generates a detector output signal responsive to the received electromagnetic energy, said detector output signal including a signal component responsive to attenuation of said electromagnetic energy at said first wavelength and a signal component responsive to attenuation of said electromagnetic energy at said second wavelength; a first demodulator which multiplies said detector signal by a first demodulation signal and generates a first demodulated output signal; a second demodulator which multiplies said detector signal by a second demodulation signal and generates a second demodulated output signal; and a configuration module to configure said first demodulation signal and said second demodulation signal to substantially diagonalize said first demodulator and said second demodulator. - View Dependent Claims (8, 9, 10, 11)
1 Specification
1. Field of the Invention
The present invention relates to the field of signal processing, and, more particularly, relates to multi-channel demodulators for demodulating mixed signals, such as, for example, signals generated in a pulse oximetry system.
2. Description of the Related Art
In many multi-channel measurement and communication systems, crosstalk between channels and corruption of data within the channels are significant problems. Such problems can arise from variations in manufacturing tolerances, movement, propagation delays, phase shifts, temperature effects, degradation of components due to age or other factors, noise, etc.
A pulse oximetry system is one example of a system where the above-referenced problems are found. In a pulse oximetry system, blood oxygen saturation is determined by transmitting pulses of electromagnetic energy through a portion of a subject having blood flowing therein (e.g., through a finger, through an ear lobe, or other portion of the body where blood flows close to the skin). The pulses of electromagnetic energy comprise periodic pulses of red light having wavelengths of approximately 660 nanometers, for example, and periodic pulses of infrared light having wavelengths of approximately 905 nanometers.
After propagating through the portion of the subject, the red pulses and the infrared pulses are detected by a detector which is responsive to light at both wavelengths and which generates an electrical signal that has a relationship to the intensity of the electromagnetic energy incident on the detector. The detector output is a two-channel signal having a first signal component corresponding to the detected red pulses and a second signal component corresponding to the detected infrared pulses.
The two-channel signal is demodulated to recover separate signals corresponding to the first signal component and the second signal component. However, prior art demodulators are not sufficiently accurate enough to completely separate the two signal components in all cases. Thus, it is not uncommon for the first demodulator output signal (corresponding to the first signal component) to contain residual components of the second signal and vice versa. This crosstalk between the first and second signal components reduces the accuracy of the recovered first and second signals. In multi-channel systems with more than two channels, crosstalk can occur between all of the channels, again reducing accuracy.
The present invention solves these and other problems by separating a combined multi-channel signal into a plurality of output signals in a manner that reduces crosstalk and other contamination in the plurality of output signals. In one embodiment, the separator includes a multi-channel demodulator that is first configured using nominal values for the various components in the signal path. In one embodiment, the multi-channel demodulator is further configured using data obtained from calibration measurements. In one embodiment, the calibration measurements are made during an initialization period. In one embodiment, the calibration measurements are made frequently, continuously, or at selected intervals. In one embodiment, calibrations are performed on at least one of, initialization, on command, on attachment of a new sensor, continuously, and/or interspersed with measurements. In one embodiment of a system for measuring one or more blood constituents, the calibration measurements are made when the system detects that a patient has been connected to the system. In one embodiment, the multi-channel demodulator is further configured at regular intervals by re-running the calibration measurements. In one embodiment, the multi-channel demodulator comprises an optimizing demodulator. In one embodiment, crosstalk in the multi-channel demodulator is reduced by computing an amplitude and/or phase adjustment of one or more demodulation signals that are provided respectively to one or more mixers.
In one embodiment, an apparatus for measuring blood oxygenation in a subject includes a first signal source which applies a first input signal during a first time interval. A second signal source applies a second input signal during a second time interval. A detector detects a first parametric signal responsive to the first input signal passing through a portion of the subject having blood therein and detects a second parametric signal responsive to the second input signal passing through the portion of the subject. The detector generates a detector output signal responsive to the first and second parametric signals. A signal processor receives the detector output signal and demodulates the detector output signal by applying a first demodulation signal to a signal responsive to the detector output signal to generate a first demodulator output signal and applying a second demodulation signal to the signal responsive to the detector output signal to generate a second demodulator output signal. In one embodiment, the first demodulation signal has at least one component comprising a first frequency, a first phase, and a first amplitude; and the second demodulation signal has at least one component comprising a second frequency, a second phase, and a second amplitude. In one embodiment, the first phase and the second phase are chosen to reduce crosstalk from the first parametric signal to the second demodulator output signal and to reduce crosstalk from the second parametric signal to the first demodulator output signal. In one embodiment, the first amplitude and the second amplitude are chosen to reduce crosstalk from the first parametric signal to the second demodulator output signal and to reduce crosstalk from the second parametric signal to the first demodulator output signal. In one embodiment, at least one of the first amplitude, the first phase, the second amplitude, and the second phase are chosen to reduce crosstalk from the first parametric signal to the second demodulator output signal and to reduce crosstalk from the second parametric signal to the first demodulator output signal.
In one embodiment, at least one of the first amplitude, the first phase, the second amplitude, and the second phase is determined by turning off one of the first and second signal sources and measuring the crosstalk between one of the parametric signals and the non-corresponding output signal.
One embodiment includes a method of reducing crosstalk between two signals generated by applying a first pulse and a second pulse to measure a parameter. The first pulse and the second pulse are applied periodically at a repetition rate defining a period. The first pulse is generated during a first interval in each period and the second pulse is generated during a second interval in each period. In one embodiment, the second interval is spaced apart from the first interval. In one embodiment, the second interval overlaps at least a portion of the first interval. The first and second pulses produce first and second parametric signals responsive to the parameter. The first and second parametric signals are received by a detector which outputs a composite signal responsive to the first and second parametric signals. The method includes applying a first demodulation signal to the composite signal to generate a first demodulated output signal. The first demodulation signal includes at least one component having at least a first amplitude and a first phase. The method further includes applying a second demodulation signal to the composite signal to generate a second demodulated output signal. The second demodulation signal includes at least one component having at least a second amplitude and a second phase. The method further includes lowpass filtering the first demodulated output signal to generate a first recovered output signal responsive to the first parametric signal, and lowpass filtering the second demodulated output signal to generate a second recovered output signal responsive to the second parametric signal. The method also includes choosing at least one of the first phase, the first amplitude, the second phase, and the second amplitude to reduce crosstalk components in the first recovered output signal and the second recovered output signal. In one embodiment, the method also includes choosing the first phase and/or the second phase to reduce crosstalk components in the first recovered output signal and the second recovered output signal.
In one embodiment, the first phase and the second phase are chosen by applying a first light pulse pattern during a first time period and measuring the first recovered output during the first time period as a first calibration output, and measuring the second recovered output during the first time period as a second calibration output. The method includes applying a second light pulse pattern during a second time period and measuring the first recovered output during the first time period as a third calibration output and measuring the second recovered output during the second time period as a fourth calibration output. The method farther includes computing the first phase and the second phase from at least the first calibration output, the second calibration output, the third calibration output, and the fourth calibration output.
In one embodiment the first phase is computed from a ratio of the first calibration output and the second calibration output.
In one embodiment, the first demodulation signal includes a sum of a first demodulation component having a first amplitude and a second demodulation component having a second amplitude. The second demodulation component is in quadrature with the first demodulation component and the act of choosing the first phase involves choosing the first amplitude and the second amplitude. In one embodiment the quadrature components are sinusoidal and cosinusoidal.
In one embodiment, the first demodulation signal includes a sum of a sinusoidal component having a first amplitude and a cosinusoidal component having a second amplitude. The first amplitude and the second amplitude are chosen by a least squares minimization of an error corresponding to the crosstalk. In one embodiment, the error is integrated over a time period corresponding to an integer number of cycles of the sinusoidal component.
In one embodiment, a first demodulation signal is applied to a composite signal having first and second coefficients to generate a first demodulated signal. The first demodulation signal includes a first component having a first amplitude and a second component having a second amplitude. The first and second components being in quadrature. The second amplitude has a predetermined relationship to the first amplitude. The predetermined relationship is selected to cause the first demodulated signal to have lower frequency components that include a primary component corresponding primarily to the first desired component and a residual component corresponding to the second component. The first demodulated signal is lowpass filtered to generate a first output signal. At least one of the first amplitude and the second amplitude are adjusted to reduce the residual component with respect to the primary component.
In one embodiment, a pulse oximetry system includes a modulation signal generator. The modulation signal generator generates a first modulation signal including a first pulse at a repetition frequency having a first duty cycle. The modulation signal generator generates a second modulation signal including a second pulse which also repeats at the repetition frequency and having a second duty cycle. The second pulse can be non-overlapping with respect to the first pulse, or the second pulse can partially or completely overlap the first pulse. The first and second pulses include a plurality of components wherein a first component has a frequency corresponding to the repetition frequency and a second component has a second frequency corresponding to twice the first frequency. A first transmitter emits electromagnetic energy at a first wavelength in response to the first pulse. A second transmitter emits electromagnetic energy at a second wavelength in response to the second pulse. A detector receives electromagnetic energy at the first and second wavelengths after passing through a portion of a subject. The detector generates a detector output signal responsive to the received electromagnetic energy. The detector output signal includes a signal component responsive to attenuation of the electromagnetic energy at the first wavelength and a signal component responsive to attenuation of the electromagnetic energy at the second wavelength. A first demodulator multiplies the detector signal by a first demodulation signal and generates a first demodulated output signal. A second demodulator multiplies the detector signal by a second demodulation signal and generates a second demodulated output signal. A configuration module configures the first demodulation signal and the second demodulation signal to substantially separate the first demodulator output and the second demodulator output.
In one embodiment, the configuration module selects a phase relationship between the first demodulation signal and the second demodulation signal.
In one embodiment, the configuration module configures the first demodulation signal and the second demodulation signal using, at least in part, data obtained during a calibration period. In one embodiment, the calibration data includes first and second calibration data corresponding to the first and second demodulated output signals during a first time period, and third and fourth calibration data corresponding to the first and second demodulated output signals during a second time period. In one embodiment, the second transmitter is turned off during the first time period, and the first transmitter is turned off during the second time period.
In one embodiment, the configuration module configures the first demodulation signal and the second demodulation signal by adjusting initial parameters that define the first demodulation signal and the second demodulation signal. The configuration module adjusts the initial parameters using, at least in part, the calibration data obtained during a calibration period.
The present invention will be described below in connection with the accompanying figures.
Due to errors in the system 100, the output signals Ŝ1 . . . ŜM are typically not exact copies of the input signals, but rather are estimates of the input signals. The accuracy of these estimates is a measure of system performance. The pre-combination distortion 101–102, the combiner distortion, and/or the channel distortion 110 tend to introduce crosstalk between the channels and thereby corrupt the output signals. The pre-combination distortion 101–102, combiner distortion, and the channel distortion 110 can be caused by variations in manufacturing tolerances, delay, movement, temperature effects, degradation of components due to age or other factors, noise, etc.
A module 105 is provided to configure the separator 104 to improve the quality of the separation function and thereby improve the quality of the output signals. One or more of the output signals from the separator are provided to the module 105 to provide feedback regarding the quality of the output signals and/or feedback regarding the operation of the separator 104. The module 105 uses feedback from one or more of the output signals Ŝ1 . . . ŜM (and, optionally, the output signals {circumflex over (n)}0 . . . {circumflex over (n)}K) to monitor the quality of the separation function and to provide control information to control the operation of the separator. In one embodiment, the module 105 is configured by using configuration data obtained from the combiner 103. Such configuration data can be obtained by calibration procedures that test the operation of the combiner 103 before or during system use.
In one embodiment, the module 105 configures demodulators in the signal separator 104 using, at least in part, calibration data obtained during a calibration period. For example, in one embodiment involving a two channel system, the calibration data includes first and second calibration data corresponding to the first and second output signals during a first time period, and third and fourth calibration data corresponding to the first and second demodulated output signals during a second time period. In one embodiment, the second transmitter is turned off during the first time period, and the first transmitter is turned off during the second time period. In one embodiment, the module 105 configures the first demodulation signal and the second demodulation signal by adjusting initial parameters that define the first demodulation signal and the second demodulation signal. The configuration module adjusts the initial parameters using, at least in part, the calibration data obtained during a calibration period.
In one embodiment, the LED 206 is selected to emit electromagnetic energy in the red visible light range, and has a wavelength of, for example, approximately 660 nanometers. The LED 208 is selected to emit electromagnetic energy in the infrared range, and has a wavelength of, for example, approximately 905 nanometers. The LED modulation circuit 204 supplies current to activate the LEDs 206 and 208. Each LED is activated for a time period r which can be different for the different LEDs. The pulses from the LEDs 206 and 208 repeat with a periodicity T.
The photodetector 250 is modeled as an adder 405. The outputs of the modulators 491 and 402 are added together in the adder 405, in the presence of noise n(t) to generate a composite signal M(t) where:
S(t)=S1(t)M1(t)+ . . . +SN(t)MN(t)+n(t) (1)
The S(t) signal output of the adder 405 (i.e., the output of the detector 250) is applied to the input of a signal-processing block 410. Within the signal-processing block 410, the signal S(t) is passed through an amplifier 497 and through an analog bandpass filter 498. The analog bandpass filter 498 provides anti-aliasing and removal of low frequency noise and DC. The desired signal components in the signals Si(t) are frequency shifted by the operation of the modulation signals Mi(t) and are passed by the analog bandpass filter 498.
The output of the analog bandpass filter 498 is sampled by an analog-to-digital converter 499 and converted therein to digital signals and provided to an input of an optional decimation block 420.
The filtered (and, optionally, decimated) signal S(t) is sampled to produce a sampled-data signal S(k) that is provided to the first input of the first mixer 424, to the first input of the N'"'"'th mixer 412, and to the first input of a noise channel mixer 413. A first demodulating signal D1(k) is provided to a second input of a first mixer 424 from a signal generator 431. The Nth demodulating signal DN(k) is provided to an Nth mixer 412 from an output of a signal generator 432. The noise demodulating signal D0(k) is provided to the noise channel mixer 413 from an output of a signal generator 441. A control input to each of the signal generators 431, 432, and 441 is provided by the output of the adjuster algorithm 450. In yet another embodiment, the adjuster algorithm 450 may also be controlled by other signal processing elements downstream of the signal processor 400.
The outputs of the mixers 413, 424, and 412 are provided as respective inputs to decimation blocks 440, 430, and 434 respectively. Each of the decimation blocks 440, 430, and 434 has a control input provided by the output of the adjuster algorithm block 450. The output of the decimation block 440 is an estimate of the signal n(t) and it is provided to an input of the adjuster algorithm block 450. In an alternate embodiment, the signal estimates Ŝi(k) are also provided to the adjuster algorithm block 450.
An output of the decimator 430 is a signal Ŝ1(k), which, as discussed above, is an estimate of the signal S1(k) (where S1(k) corresponds to a sampled-data representation of S1(t)). Likewise, the output of the decimation block 434 is an estimate of the signal SN(t). As shown above, the selection of the demodulating signals Di(t) for i=0 . . . N in accordance with the present invention substantially reduces or eliminates the effects of noise in the output signals Ŝi(k) and n(k), and also substantially reduces or eliminates crosstalk between the signals.
When the system 400 is used in connection with a blood constituent measurement system as shown in
As shown in
S(k)=M1(k)S1(k)+ . . . +MN(k)SN(k)+n(k) (2)
In one embodiment, each of the decimators 420, 440, 430, and 434 includes a digital lowpass filter and a sample rate compressor. In one embodiment, the characteristics of the digital lowpass filters (e.g., the number of filter coefficients and values of the filter coefficients) and the sample rate compression factor of each decimator are fixed. In one embodiment, the characteristics of the digital lowpass filters (e.g., the number of filter coefficients or values of the filter coefficients) and the sample rate compression factor of each decimator are provided by the adjustment algorithm 450. The signal generators 431, 432 and 441 generate the demodulation sequences for the demodulators 424, 412, and 413 respectively. The demodulation sequences produced by the signal generators 431, 432 and 441 are controlled by the adjuster algorithm 450.
In one embodiment, the adjuster algorithm 450 adjusts the pre-demodulation decimation rate R1 (in the demodulator 420), and the post-demodulation decimation rate R2 (in the demodulators 430, 434 and 440) according to the noise in the noise estimate {circumflex over (n)}(k) and (optionally) according to the signals Ŝi(k). The product R1R2 is the total decimation rate from the signal S(k) at the output of the A/D converter 499 to the signals Ŝi(k) at the output of the signal processing block 400. The adjuster algorithm may adjust R1 and R2 such that the product R1R2 varies, or the adjuster algorithm may adjust R1 and R2 such that the product R1R2 is substantially constant. Typically, the adjuster algorithm will keep the R1R2 product constant so that the signal processing blocks downstream of the signal processor 400 will operate at a substantially constant sample rate.
In one embodiment, the adjuster algorithm 450 adjusts the demodulation signals Di(k) to reduce or eliminate crosstalk. In one embodiment, the adjuster algorithm 450 reduces crosstalk by configuring the demodulators, as discussed in more detail below.
One skilled in the art will recognize that the lowpass filters provided in connection with the decimation blocks can provide other filter functions in addition to lowpass filtering. Thus, for example, the lowpass filters 420, 430, 440, and 450, and the decimators 420, 430, 434, and 440 can provide other filter functions (in addition to lowpass filtering) such as, for example, bandpass filtering, bandstop filtering, etc. Moreover, the post-demodulation decimation rate R2 need not be the same for each output channel. Thus, for example, in
The demodulators above are described in terms of digital signal processing on sampled data. Thus, the demodulator signals are written Di(k). The demodulators and the filtering associated with the demodulators can be done in using analog processing (using time-domain demodulator signals Di(t)) or on sampled data signals (using digital-domain demodulator signals Di(k)). For convenience, the following development describes the demodulator signals primarily in the time domain, with the understanding that the modulators can be implemented using digital signal processing or analog processing.
The characteristics of the demodulation signals D1(t) and D2(t) affect how much crosstalk is seen in the output signals. In an diagonal system, that is, when the demodulator has been diagonalized, there is, ideally, no crosstalk. The first output signal Ŝ1(t) is an estimate (or approximation) to the signal S1(t). Similarly, the second output signal Ŝ2(t) is an estimate (or approximation) to the signal S2(t). When the composite signal S(t) is a linear combination of the signals Si(t), then the relationship between the signals Si(t) and the signals Ŝi(t). When M1=cos ωt, M2=sin ωt, n(t)=0, and there is no distortion (e.g., no pre-combination, combiner, or channel distortion) then:
S(t)=S1(t)cos ωt+S2(t)sin ωt (3)
Then:
Ŝ1(t)=LP[D1(t)S(t)] (4)
Ŝ2(t)=LP[D2(t)S(t)] (5)
If:
D1(t)=2 cos ωt (6)
D2(t)=2 sin ωt (7)
then
After lowpass filtering to remove the terms with a frequency of 2ωt and higher
Ŝ1(t)=S1(t) (9)
Similarly for
Ŝ2(t)=LP[D2(t)S(t)] (10)
- then
- then
After lowpass filtering to remove the terms with a frequency of 2ωt
Ŝ1(t)=S2(t) (12)
In the above analysis, it was assumed that there are no time delays or phase shifts in the signal S(t), and thus, configuration is relatively straightforward
When an unknown delay (or phase error) is introduced, then the signals are no longer diagonal. Consider, for example, the situation when a delay Δ is introduced into the composite signal. Then:
S(t)=cos ω(t−Δ)S1(t−Δ)+sin ω(t−Δ)S2(t−Δ)
It then follows that:
The above equations can be expressed in matrix form as:
The above equation can be expressed as
and similarly for {overscore (D)}2(t). Thus the modified demodulation functions {overscore (D)}1(t) and {overscore (D)}2(t) can be expressed as a linear combination of basis functions. If the time delay Δ can be predicted, then the demodulator functions can be calculated and programmed into the communication system. However, in many cases the time delay Δ is not known or changes over time. As described below, the demodulator functions can be determined by system calibration procedures.
When an unknown phase shift (or phase error) is introduced, then there may be crosstalk in the system. Consider, for example, the situation when a phase error φ1 occurs in the signal S1(t) and a phase error φ2 occurs in the signal S2(t). The phase errors can be caused by intrinsic properties of the components, intrinsic properties of the system, component variations, time delays, etc. In the presence of the phase errors:
Thus, after lowpass filtering
Ŝ1(t)=A1S1(t)cos φ1−A2S2(t)sin φ2 (17)
The above equation shows crosstalk because Ŝ1(t) depends in part on components of S2(t) when A2≠0 and φ2≠nπ where n=0,±1,±2 . . . .
Similarly,
Ŝ2(t)=A1S1(t)sin φ1+A2S2(t)cos φ2 (18)
The above equations can be expressed in matrix form as:
After inversion
Where {overscore (D)}i(t) are modified demodulation functions, given by:
The modified demodulation functions have the form
Choosing the coefficients αj to eliminate crosstalk configures the modulator.
In one embodiment, the coefficients αj can be fixed coefficients computed using known properties of the system. However, as system properties change over time, such fixed coefficients may lead to unacceptably high levels of crosstalk. Moreover, variations from device to device may cause the fixed coefficients to give unacceptably high levels of crosstalk.
Higher performance (that is, lower crosstalk) can be obtained by computing the coefficients as part of a system calibration or initialization procedure. Such calibration can be performed during system startup (e.g., when the system is turned on, or when the system begins processing data, etc.) and/or at regular intervals. In one embodiment, the adjuster algorithm 450 computes the coefficients αj from the calibration data. In one embodiment, the coefficients αj are chosen by making four calibration-type measurements to measure four parameters ξ11, ξ12, ξ21, and ξ22, where:
ξ11=Ŝ1|S
ξ12=Ŝ1|S
ξ21=Ŝ2|S
ξ22=Ŝ2 S
where A and B are amplitudes. Then
From the above equations, it is evident that crosstalk depends only on φ1 and φ2. Moreover, φ1 and φ2 can be chosen to eliminate crosstalk without knowing A or B. This is useful for systems such as pulse oximetry systems where absolute measurements of a channel are difficult or impractical, but where relative measurements (e.g., channel-to-channel measurements) are practical.
The demodulation signals Di(t) can be generated using the values of φ1 and φ2 from the above equations. Alternatively, the demodulation signals Di(t) can be generated from quadrature components as:
D1(t)=b11 sin ωt+b12 cos φt (33)
D2(t)=b21 sin ωt+b22 cos φt (34)
where the coefficients bij are computed from φ1 and φ2.
In one embodiment, the demodulation functions are adapted from baseline coefficients, which are then improved through a calibration or initialization procedure to produce actual coefficients. The baseline coefficients are typically obtained from known properties of the system. The actual coefficients are usually relatively close in value to the baseline coefficients. This provides one way to assess the operational status of the system and to evaluate the calibration procedure. In one embodiment, if the actual coefficients are too different from the baseline parameters then it is assumed that the calibration procedure failed in some manner or that the equipment has failed in some manner, and appropriate measures can be taken (e.g., alert the operator, sound a warning, etc.)
To find the actual coefficients, the demodulation functions are initially given by:
D1(t)=α11 sin ωt+α12 cos φt (35)
D2(t)=α21 sin ωt+α22 cos φt (36)
Where the coefficients αij are the baseline coefficients determined from known or assumed properties of the signal S(t). For example, in one embodiment αij=δij. In one embodiment, where initial estimates are available for φ1 and φ2, then the values of αij can be computed as discussed above.
The crosstalk reduction obtained using demodulation functions based on the coefficients αij can often be improved by computing new coefficients {overscore (α)}ij and corresponding new demodulation functions {overscore (D)}i(t) where:
{overscore (D)}1(t)={overscore (α)}11 sin ωt+{overscore (α)}12 cos φt (37)
{overscore (D)}2(t)={overscore (α)}21 sin ωt+{overscore (α)}22 cos φt (38)
The process of finding the coefficients {overscore (α)}ij begins by measuring two data sets, x1(t) and x2(t), as follows:
x1(t)=S(t)|S
x2(t)=S(t)S
The data sets x1(t) and x2(t) are used to enforce the following constraint:
where i=1, 2, n=1, 2, 3 . . . , and T is a time period corresponding to one complete modulation cycle. From the above constraint and the definitions of the demodulation functions, it follows that:
It is convenient to define
and to define
Then
{overscore (α)}11β11+{overscore (α)}12β12=0 (50)
α21β21+α22β22=0 (51)
In one embodiment, to reduce crosstalk, it is desired to find the coefficients {overscore (α)}ij closest (in the sense of minimizing some specified error, such as, for example, a least squared error) to the coefficients αij such that the above constraints are satisfied. One solution, obtained by minimizing the least squared error is:
The term in parentheses can be described as the baseline crosstalk.
One of ordinary skill in the art will recognize that optimization methods other than least squares can be used. The solution methods for configuration are, for simplicity, described above in terms of a two-channel system. Using the above teachings, the extension to multi-channel systems is straightforward.
Although described above in connection with a particular embodiment of the present invention, it should be understood the description of the embodiment is illustrative of the invention and are not intended to be limiting. Although described above in connection with a pulse oximetry system wherein a parameter to be measured is the attenuation of red and infrared light passing through a portion of a subject'"'"'s body, it should be understood that the method and apparatus described herein can also be used for other measurements where two or more signals are passed through a system to be analyzed. In particular, the present invention can be used to demodulate two combined parametric signals responsive to the system to be analyzed where the two parametric signals have a predetermined timing relationship between them, as described herein. The invention can be used in connection with various physiological parameter measurement systems, such as, for example, systems that measure blood constituents, blood oxygen carboxyhemoglobin, methemoglobin, glucose, etc. Various modifications and applications may occur to those skilled in the art without departing from the true spirit and scope of the invention as defined in the appended claims.