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. 18, 2025

Filed:

Oct. 12, 2023
Applicants:

Qilu University of Technology (Shandong Academy of Sciences), Jinan, CN;

Shandong Computer Science Center (National Supercomputing Center IN Jinan), Jinan, CN;

Inventors:

Yinglong Wang, Jinan, CN;

Guoxuan Xu, Jinan, CN;

Minglei Shu, Jinan, CN;

Zhaoyang Liu, Jinan, CN;

Pengyao Xu, Jinan, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/36 (2021.01); A61B 5/00 (2006.01); A61B 5/367 (2021.01);
U.S. Cl.
CPC ...
A61B 5/367 (2021.01); A61B 5/7264 (2013.01);
Abstract

A multi-label electrocardiogram (ECG) signal classification method based on an improved attention mechanism is provided. A model is constructed for classifying a multi-label (multi-lead) ECG signal. The model has a strong ECG data learning ability, allowing a computer to fully extract a feature of the ECG signal and construct a data processing channel model. Therefore, the multi-label (multi-lead) ECG signal can be effectively classified, improving the accuracy and precision of classification.


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