Non-invasive measurement of second heart sound components
First Claim
1. A method for estimating a location of pulmonary and aortic components of second heart sounds of a patient over an interval, the method comprising the steps of:
- producing an electronic representation of heart sounds of the patient over the interval;
identifying at least one second heart sound in the interval using said electronic representation;
for each identified second heart sound;
calculating a frequency weighted energy (FWE);
normalizing said FWE;
identifying peaks in said FWE;
determining a maximum peak from said identified peaks; and
retaining said maximum peak and peaks having an amplitude within a predetermined amount of an amplitude of said maximum peak;
wherein if two or more peaks are retained, two largest peaks are selected, a first peak as a candidate value for the aortic component and a second peak as a candidate value for the pulmonary component, wherein said first peak is prior to said second peak and wherein if only a single peak is retained, said single peak is selected as a candidate value for the aortic component; and
generating an estimated value for a location of the aortic component and the pulmonary component from said candidate values;
wherein said FWE calculating step comprises generating a Non Linear Energy Operator (NLEO) function for each identified second heart sound; and
wherein in said peak identifying step, a maximum peak value is identified and any identified peaks having a value less than a predetermined amount of said maximum peak value are discarded.
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Accused Products
Abstract
A method and apparatus for estimating a location of pulmonary and aortic components of second heart sounds of a patient over an interval. The method comprises the steps of producing an electronic representation of heart sounds of the patient over the interval, identifying at least one second heart sound in the interval using the electronic representation, for each identified second heart sound generating an estimated value for a location of the aortic component and the pulmonary component. There is also included a method for using the estimated location of the aortic component and the pulmonary component for estimation of the blood pressure in the pulmonary artery of a patient.
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Citations
5 Claims
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1. A method for estimating a location of pulmonary and aortic components of second heart sounds of a patient over an interval, the method comprising the steps of:
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producing an electronic representation of heart sounds of the patient over the interval; identifying at least one second heart sound in the interval using said electronic representation; for each identified second heart sound; calculating a frequency weighted energy (FWE); normalizing said FWE; identifying peaks in said FWE; determining a maximum peak from said identified peaks; and retaining said maximum peak and peaks having an amplitude within a predetermined amount of an amplitude of said maximum peak; wherein if two or more peaks are retained, two largest peaks are selected, a first peak as a candidate value for the aortic component and a second peak as a candidate value for the pulmonary component, wherein said first peak is prior to said second peak and wherein if only a single peak is retained, said single peak is selected as a candidate value for the aortic component; and generating an estimated value for a location of the aortic component and the pulmonary component from said candidate values; wherein said FWE calculating step comprises generating a Non Linear Energy Operator (NLEO) function for each identified second heart sound; and wherein in said peak identifying step, a maximum peak value is identified and any identified peaks having a value less than a predetermined amount of said maximum peak value are discarded.
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2. A method for estimating a location of pulmonary and aortic components of second heart sounds of a patient over an interval, the method comprising the steps of:
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producing an electronic representation of heart sounds of the patient over the interval; identifying at least one second heart sound in the interval using said electronic representation; for each identified second heart sound; calculating a frequency weighted energy (EWE); normalizing said FWE; identifying peaks in said FWE; determining a maximum peak from said identified peaks; and retaining said maximum peak and peaks having an amplitude within a predetermined amount of an amplitude of said maximum peak; wherein if two or more peaks are retained, two largest peaks are selected, a first peak as a candidate value for the aortic component and a second peak as a candidate value for the pulmonary component, wherein said first peak is prior to said second peak and wherein if only a single peak is retained, said single Leak is selected as a candidate value for the aortic component; generating an estimated value for a location of the aortic component and the pulmonary component from said candidate values; for each identified second heart sound and prior to said FWE calculating step, a signal to noise ratio (SNR) calculating step wherein when said calculated SNR is below a predetermined ratio, no candidate values for the aortic component or the pulmonary component are selected; wherein said SNR calculating step comprises detecting a start and finish of said identified second heart sound, calculating an average signal energy between said start and finish, calculating an average noise energy for a predetermined period before said start and after said finish, wherein said SNR is equal to said average signal energy divided by said average noise energy; and wherein said predetermined period is 50 ms.
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3. A method for estimating a location of pulmonary and aortic components of second heart sounds of a patient over an interval, the method comprising the steps of:
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producing an electronic representation of heart sounds of the patient over the interval; identifying at least one second heart sound in the interval using said electronic representation; for each identified second heart sound; calculating a frequency weighted energy (FWE); normalizing said FWE; identifying peaks in said FWE; determining a maximum peak from said identified peaks; and retaining said maximum peak and peaks having an amplitude within a predetermined amount of an amplitude of said maximum peak; wherein if two or more peaks are retained, two largest peaks are selected, a first peak as a candidate value for the aortic component and a second peak as a candidate value for the pulmonary component, wherein said first peak is prior to said second peak and wherein if only a single peak is retained, said single peak is selected as a candidate value for the aortic component; generating an estimated value for a location of the aortic component and the pulmonary component from said candidate values; for each identified second heart sound and prior to said FWE calculating step, a signal to noise ratio (SNR) calculating step wherein when said calculated SNR is below a predetermined ratio, no candidate values for the aortic component or the pulmonary component are selected; and wherein said predetermined ratio is 0.50.
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4. A method for estimating pulmonary artery pressure of a patient over an interval, the method comprising the steps of:
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producing an electronic representation of heart sounds of the patient over the interval; identifying at least one second heart sound in the interval using said electronic representation; for each identified second heart sound; calculating a FWE; normalizing said FWE; identifying peaks in said FWE; determining a maximum peak from said identified peaks; and retaining said maximum peak and peaks having an amplitude within a predetermined amount of an amplitude of said maximum peak; wherein if two or more peaks are retained, two largest peaks are selected, a first peak as a candidate value for the aortic component and a second peak as a candidate value for the pulmonary component, wherein said first peak is prior to said second peak and wherein if only a single peak is retained, said single peak is selected as a candidate value for the aortic component; and generating an estimated value for a location of an aortic component and a location of pulmonary component from said candidate values; determining a splitting interval as a time between said aortic component location and said pulmonary component location; normalizing said splitting interval; and estimating the systolic pulmonary artery pressure using a predetermined function which describes a relationship between said normalized splitting interval and the systolic and diastolic pulmonary artery pressures.
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5. A device for estimating a location of pulmonary and aortic components of second heart sounds of a patient over an interval, the device comprising:
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at least one transducer for sensing heart sounds of the patient, said heart sounds comprising, during motion of the patient, a first sound portion indicative of second heart sounds and a second sound portion indicative of motion induced noise; and a second heart sound processor to identify second heart sounds from said sensed heart sounds and compute an aortic component location and an estimated pulmonary component location from said identified second heart sounds without significant interference in said identification and computation from the motioned induced noise portion of said sensed heart sounds; wherein said second heart sound processor comprises; a means for identifying at least one second heart sound in the interval using said sensed heart sounds; a means for calculating a frequency weighted energy (FWE) of each identified second heart sound; a means for normalizing said calculated FWE of each identified second heart sound; a means for identifying peaks in said calculated FWE of each identified second heart sound and determining a maximum peak from said identified peaks; and a means for retaining said maximum peak and peaks having an amplitude within a predetermined amount of an amplitude of said maximum peak wherein if two or more peaks are retained, two largest peaks are selected, a first peak as a candidate value for the aortic component and a second peak as a candidate value for the pulmonary component, wherein said first peak is prior to said second peak and wherein if only a single peak is retained, said single peak is selected as a candidate value for the aortic component; and a means for generating an estimated value for a location of the aortic component and the pulmonary component from said candidate values; wherein said FWE calculating means generates a Non Linear Energy Operator (NLEO) function for each identified second heart sound; and wherein said peak identifying means identifies a maximum peak value and discards any identified peak having a value less than a predetermined amount of said maximum peak value.
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Specification