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:
May. 06, 2025

Filed:

Dec. 20, 2022
Applicant:

Alivecor, Inc.;

Inventors:

Conner Daniel Galloway, Sunnyvale, CA (US);

Alexander Vainius Valys, Sunnyvale, CA (US);

David E. Albert, Oklahoma City, OK (US);

Frank Losasso Petterson, Los Altos Hills, CA (US);

Assignee:

ALIVECOR, INC., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/35 (2020.12); A61B 5/00 (2005.12); A61B 5/341 (2020.12); A61B 5/346 (2020.12); G06N 3/04 (2022.12); G06N 3/08 (2022.12); G16H 40/63 (2017.12); G16H 50/20 (2017.12);
U.S. Cl.
CPC ...
G06N 3/08 (2012.12); A61B 5/341 (2020.12); A61B 5/346 (2020.12); A61B 5/35 (2020.12); A61B 5/7221 (2012.12); G06N 3/04 (2012.12); G16H 40/63 (2017.12); G16H 50/20 (2017.12);
Abstract

A set of training electrocardiograms (ECGs) for each of a plurality of subjects is processed using a machine learning model to generate an output for each training ECG of each of the plurality of subjects. Training ECGs for each subject are labeled with an identity of the subject. A machine learning model is trained by comparing the output generated for each training ECG to a corresponding label of the training ECG to generate an identity model to identify ECGs of a first subject of the plurality of subjects. A first ECG is received from an ECG sensor and input to the identity model, which generates an output indicating whether the first ECG corresponds to the first subject. In response to the output indicating that the first ECG does not correspond to the first subject, a condition that the first subject has or may develop is determined based on the output.


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