Systems and methods for reconstructing heart sounds

Patent metadata

Field	Value
Publication number	US-11253184-B2
Application number	US-201916519853-A
Country	US
Kind code	B2
Filing date	Jul 23, 2019
Priority date	Sep 7, 2018
Publication date	Feb 22, 2022
Grant date	Feb 22, 2022

Abstract

Systems and methods for reconstructing heart sounds from heart sound samples taken under a sub-optimal condition, such as at a low sampling rate, are discussed. An exemplary system receives acceleration information from a patient sensed at a first sampling rate, and generate a heart sound ensemble of portions of acceleration information over multiple cardiac cycles. The system can reconstruct a heart sound segment to have a second sampling rate, higher than the first sampling rate, using the generated heart sound ensemble. A heart sound metric can be generated using the reconstructed heart sound segment, and used for detecting a cardiac event, such as a cardiac arrhythmia episode, or a worsening heart failure event.

First claim

What is claimed is:

1. A system for producing a high-fidelity heart sound signal from low-frequency acceleration information, comprising:
a data receiver circuit configured to receive acceleration information from a patient sensed at a first sampling rate; and
a control circuit configured to:
align portions of the received acceleration information over multiple cardiac cycles with respect to respective fiducial points;
generate a heart sound (HS) ensemble including the aligned portions of the received acceleration information; and
reconstruct a HS segment of the acceleration information including computing representative HS values using the generated HS ensemble corresponding to the multiple cardiac cycles, the reconstructed HS segment having a second sampling rate higher than the first sampling rate.

2. The system of claim 1 ,
wherein the data receiver circuit is coupled to an accelerometer configured to sense the acceleration information including at least one of an activity signal, a body motion signal, or a respiration signal at the first sampling rate.

3. The system of claim 1 , wherein the reconstructed HS segment includes one or more of an S 1 segment, an S 2 segment, an S 3 segment, or an S 4 segment within a cardiac cycle, and wherein the control circuit is configured to reconstruct a first HS segment to have the second sampling rate, and reconstruct a second HS segment to have a third sampling rate different than the first and second sampling rates, the first and second HS segments representing different segments of a cardiac cycle.

4. The system of claim 1 , wherein the respective fiducial points include respective R waves of an electrocardiogram signal within the multiple cardiac cycles.

5. The system of claim 1 , wherein the control circuit is configured to:
produce reconstruction time windows each having a duration inversely proportional to the second sampling rate; and
reconstruct the HS segment using HS data of the generated HS ensemble falling within the produced reconstruction time windows.

6. The system of claim 5 , wherein the control circuit is configured to reconstruct the HS segment using a central tendency of the HS data within each of the produced reconstruction time windows.

7. The system of claim 1 , wherein the data receiver circuit is configured to receive heart rates (HRs) or cycle lengths (CLs) measured concurrently with the acceleration information, and the control circuit is configured to generate the HS ensemble including portions of the received acceleration information over multiple cardiac cycles with corresponding received HRs or CLs falling within a specified range.

8. The system of claim 1 , wherein the data receiver circuit is configured to receive physical activity level sensed concurrently with the acceleration information, and the control circuit is configured to generate the HS ensemble including portions of the received acceleration information over multiple cardiac cycles with corresponding received physical activity level falling within a specified activity range.

9. The system of claim 1 , wherein the data receiver circuit is configured to receive respiratory rates sensed concurrently with the acceleration information, and the control circuit is configured to generate the HS ensemble including portions of the received acceleration information over multiple cardiac cycles with corresponding received respiratory rates falling within a specified respiratory rate range.

10. The system of claim 1 , wherein the data receiver circuit is configured to receive information about time of a day during which the acceleration information is sensed, and the control circuit is configured to generate the HS ensemble including portions of the received acceleration information over multiple cardiac cycles corresponding to substantially the same time of a day.

11. The system of claim 1 , wherein the data receiver circuit is coupled to an accelerometer to sense a body motion signal at the first sampling rate, and the control circuit is configured to:
detect one or more of a physical activity level or a respiratory rate using the sensed body motion signal;
identify portions of the sensed body motion signal corresponding to the detected physical activity level falling within a specified physical activity range or the detected respiratory rate falling within a specified respiratory rate range; and
generate the HS ensemble including multiple cardiac cycles of the identified portions of the sensed body motion signal.

12. The system of claim 1 , wherein the control circuit is configured to generate a HS metric including an intensity metric or a timing metric of one or more of a first (S 1 ), second (S 2 ), third (S 3 ), or fourth (S 4 ) heart sound component measured from the reconstructed HS segment, and the system comprises:
a physiologic event detector configured to detect a cardiac event using the generated HS metric; and
a therapy circuit configured to initiate or adjust a therapy in response to the detected cardiac event.

13. The system of claim 1 , wherein the reconstructed HS segment includes one or more of an S 1 segment, an S 2 segment, an S 3 segment, or an S 4 segment within a cardiac cycle.

14. A method for producing a high-fidelity heart sound signal from low-frequency acceleration information, comprising:
receiving acceleration information from a patient sensed at a first sampling rate;
aligning portions of the received acceleration information over multiple cardiac cycles with respect to respective fiducial points;
generating a heart sound (HS) ensemble including the aligned portions of the received acceleration information;
reconstructing a HS segment of the acceleration information including computing representative HS values using the generated HS ensemble corresponding to the multiple cardiac cycles, the reconstructed HS segment having a second sampling rate higher than the first sampling rate; and
providing the reconstructed HS segment to a user or a process.

15. The method of claim 14 , wherein the reconstructed HS segment includes one or more of an S 1 segment, an S 2 segment, an S 3 segment, or an S 4 segment within a cardiac cycle, and wherein reconstructing the HS segment includes reconstructing a first HS segment to have the second sampling rate, and reconstructing a second HS segment to have a third sampling rate different than the first and second sampling rates, the first and second HS segments representing different segments of a cardiac cycle.

16. The method of claim 14 , wherein reconstructing the HS segment includes:
producing reconstruction time windows each having a duration inversely proportional to the second sampling rate; and
reconstructing the HS segment using a central tendency of HS data of the generated HS ensemble falling within the produced reconstruction time windows.

17. The method of claim 14 , comprising:
receiving one or more of physiologic parameters concurrently measured with the acceleration information, the one or more physiologic parameters including heart rates (HRs), cycle lengths (CLs), physical activity level, or respiratory rates; and
generating the HS ensemble including portions of the received acceleration information over multiple cardiac cycles with corresponding received one or more physiologic parameters satisfying specified condition.

18. The method of claim 14 , comprising generating the HS ensemble including portions of the received acceleration information over multiple cardiac cycles that are sensed during substantially the same

Assignees

• Cardiac Pacemakers Inc

Inventors

• Shute Jonathan Bennett
• Mi Bin
• An Qi

Classifications

• A61B5/29

  for permanent or long-term implantation · CPC title

• A61B5/349 Primary

  Detecting specific parameters of the electrocardiograph cycle · CPC title

• A61B5/7285

  for synchronizing or triggering a physiological measurement or image acquisition with a physiological event or waveform, e.g. an ECG signal · CPC title

• A61B2562/0219

  Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches · CPC title

• A61N1/36014

  External stimulators, e.g. with patch electrodes (external pacemakers A61N1/3625) · CPC title