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:
Feb. 17, 2026

Filed:

Oct. 25, 2023
Applicant:

Mackay Memorial Hospital, Taipei, TW;

Inventors:

Chung-Lieh Hung, Taipei, TW;

Yu-An Chiou, Taipei, TW;

Shien-Fong Lin, Taipei, TW;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/50 (2018.01); G06N 3/0464 (2023.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G16H 50/50 (2018.01); G06N 3/0464 (2023.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G16H 50/20 (2018.01); G06T 2207/30048 (2013.01);
Abstract

Disclosed herein is an AI-assisted screening method and model that capable of automatically extracting prominent intrabeat dynamic patterns associated with HFpEF from apical 4-chamber (A4C) view images. The method comprises steps of: (a) segmenting the plurality of A4C view images to produce a plurality of segmented images; (b) extracting a plurality of features from each segmented A4C view images of step (a) to produce a plurality of linear waveforms; and (c) training the plurality of linear waveforms of step (b) with the diagnosis of the subjects, thereby establishing the model. Also herein is a method for identifying and treating a subject having HFpEF by providing a medicament to the subject having HFpEF identified by the present model.


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