Adaptive alarm system

• US 9,724,024 B2
• Filed: 02/28/2011
• Issued: 08/08/2017
• Est. Priority Date: 03/01/2010
• Status: Active Grant

• Current Assignee: Masimo Corporation
• Original Assignee: Masimo Corporation
• Inventors: Al-Ali, Ammar
• Primary Examiner(s): Winakur, Eric
• Assistant Examiner(s): Liu, Chu Chuan (JJ)
• Application Number:
  US13/037,184
• Publication Number:
  US 20110213212A1
• Time in Patent Office: 2,353 Days
• Field of Search: 600300, 600301, 600310, 600322, 600323, 600324, 600473, 600476, 600500, 600508, 356 41, 3405731
• CPC Class Codes: A61B 2560/0276 Determining malfunction
• CPC Class Codes: A61B 5/1455 using optical sensors, e.g. spectral photometrical oximeters
• CPC Class Codes: A61B 5/14551 for measuring blood gases
• CPC Class Codes: A61B 5/14552 Details of sensors specially adapted therefor
• CPC Class Codes: A61B 5/74 Details of notification to user or communication with user or patient indicating measured values G01D7/00; user input means input or output arrangements for computers G06F3/00
• CPC Class Codes: A61B 5/746 Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms alarms per se G08B
• CPC Class Codes: G08B 29/26 by updating and storing reference thresholds
• CPC Class Codes: G16H 40/63 for local operation

Abstract

An adaptive alarm system is responsive to a physiological parameter so as to generate an alarm threshold that adapts to baseline drift in the parameter and reduce false alarms without a corresponding increase in missed true alarms. The adaptive alarm system has a parameter derived from a physiological measurement system using a sensor in communication with a living being. A baseline processor calculates a parameter baseline from a parameter trend. Parameter limits specify an allowable range of the parameter. An adaptive threshold processor calculates an adaptive threshold from the parameter baseline and the parameter limits. An alarm generator is responsive to the parameter and the adaptive threshold so as to trigger an alarm indicative of the parameter crossing the adaptive threshold. The adaptive threshold is responsive to the parameter baseline so as to increase in value as the parameter baseline drifts to a higher parameter value and to decrease in value as the parameter baseline drifts to a lower parameter value.

Claims

1. An improved method of obtaining pulse oximetry measurements and reducing false alarms therefrom, the method comprising:

continuously measuring, with a pulse oximeter in communication with an optical sensor, a physiological parameter over a first time window;

establishing, with the pulse oximeter, a baseline for the physiological parameter, the parameter baseline being determined from values of the physiological parameter taken during a second window of time within the first time window, the baseline is reestablished using a new window of data on a continuing basis over the first time window;

automatically determining, with the pulse oximeter, an upper alarm threshold and a lower alarm threshold at a delta difference from a most recent value of the baseline, the delta difference for the upper alarm threshold increases when the baseline drifts away from a maximum parameter limit and decreases when the baseline drifts toward the maximum parameter limit, the delta difference for the lower alarm threshold increases when the baseline drifts away from a minimum parameter limit and decreases when the baseline drifts toward the minimum parameter limit;

dynamically adjusting, with the pulse oximeter, at predetermined regular intervals the delta difference between the alarm thresholds and the baseline during the first time window, the delta difference is adjusted based on a current value of the baseline, and the alarm thresholds are re-determined at the predetermined regular intervals over the first time window using the current delta difference; and

triggering an alarm in response to the parameter measurement crossing either of the alarm thresholds.

2. The method according to claim 1 wherein establishing a baseline comprises:

biasing a segment of the parameter measurement;

determining a biased trend from the biased segment; and

restricting a transient response of the biased trend.

3. The method according to claim 1 wherein adjusting the delta difference comprises:

setting a parameter limit; and

determining the delta difference between the alarm thresholds and the baseline as a linear function of the baseline according to the parameter limit.

4. The method according to claim 1, further comprising setting a parameter limit which includes:

selecting a first parameter limit in relation to a delayed alarm; and

selecting a second parameter limit in relation to an un-delayed alarm.

5. The method according to claim 2 wherein biasing a segment of the parameter comprises:

windowing the parameter measurements;

removing a lower value portion of the windowed parameter measurements; and

averaging a remaining portion of the windowed parameter measurements.

6. An improved pulse oximeter with reduced false alarms comprising:

an input configured to receive one or more signals from an optical sensor, the optical sensor measuring a change in light absorption of a patient'"'"'s tissue; and

at least one hardware processor, the hardware processor configured to determines a plurality of physiological parameter values over a span of time and determines a baseline according to a trend of the parameter values, the baseline is re-determined at predetermined regular intervals, the predetermined regular intervals occur when a new plurality of physiological parameter values are determined;

the at least one hardware processor further configured to establishing an upper and lower alarm threshold at a delta difference from the baseline at each predetermined regular interval, the delta difference of the upper alarm threshold increasing when the baseline drifts away from a maximum parameter limit and decreasing when the baseline drifts toward the maximum parameter limit, the delta difference of the lower alarm threshold increasing when the baseline drifts away from a minimum parameter limit and decreasing when the baseline drifts toward the minimum parameter limit; and

an alarm generator, the alarm generator is configured to trigger an alarm when a parameter transient from the baseline crosses the upper or lower alarm thresholds.

7. The improved pulse oximeter according to claim 6 wherein the at least one hardware processor is further configured to outputs a biased trend;

and

the baseline responsive to the biased trend to reduce the size of a transient that triggers the alarm.

8. The improved pulse oximeter according to claim 7 wherein the at least one hardware processor is further configured to reduces baseline movement due to parameter transients.

9. The improved pulse oximeter according to claim 6 wherein the alarm generator is responsive to both positive and negative transients from the baseline.

10. The improved pulse oximeter according to claim 9 wherein the at least one hardware processor is further configured to establishes a lower baseline biased above the parameter trend and an upper baseline biased below the parameter trend.

11. The improved pulse oximeter according to claim 10 wherein the lower alarm threshold is increasingly responsive to negative transients and the upper alarm threshold is decreasingly responsive to positive transients as the baseline trends toward lower parameter values.