The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 25, 2025

Filed:

Dec. 17, 2021
Applicant:

Pacesetter, Inc., Sylmar, CA (US);

Inventors:

Kevin Davis, Thousand Oaks, CA (US);

Aditya Goil, Stevenson Ranch, CA (US);

Assignee:

Pacesetter, Inc., Sylmar, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); A61B 5/283 (2021.01); A61B 5/352 (2021.01); A61B 5/353 (2021.01); A61B 5/358 (2021.01); A61B 5/363 (2021.01); A61B 5/366 (2021.01); A61B 5/389 (2021.01);
U.S. Cl.
CPC ...
A61B 5/363 (2021.01); A61B 5/0006 (2013.01); A61B 5/283 (2021.01); A61B 5/352 (2021.01); A61B 5/353 (2021.01); A61B 5/358 (2021.01); A61B 5/366 (2021.01); A61B 5/389 (2021.01); A61B 5/686 (2013.01); A61B 5/7267 (2013.01); A61B 5/7275 (2013.01); A61B 5/746 (2013.01);
Abstract

A system and method for determining an arrhythmia risk are provided and include memory to store specific executable instructions and a machine learning (ML) model trained to predict an arrhythmia with a characteristic of interest (COI) that exhibits a non-physiologic behavior. One or more processors are configured to execute the specific executable instructions to obtain CA signals collected by an implantable medical device (IMD), wherein the COI exhibits a physiologic behavior and apply the ML model to the CA signals to identify a risk factor that a patient will experience the arrhythmia at a future point in time even though the COI in the CA signals, exhibits a physiologic behavior.


Find Patent Forward Citations

Davis, Kevin. (2025). Methods and systems for predicting arrhythmia risk utilizing machine learning models (U.S. Patent No. 12257060). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12257060

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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