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:
Jun. 03, 2025

Filed:

Apr. 16, 2024
Applicant:

GE Precision Healthcare Llc, Waukesha, WI (US);

Inventors:

Prem Venugopal, Clifton Park, NY (US);

Cynthia Elizabeth Landberg Davis, Niskayuna, NY (US);

Jed Douglas Pack, Glenville, NY (US);

Jhimli Mitra, Niskayuna, NY (US);

Soumya Ghose, Niskayuna, NY (US);

Peter Michael Edic, Marcy, NY (US);

Assignee:

GE Precision Healthcare LLC, Waukesha, WI (US);

Primary Examiner:
Int. Cl.
CPC ...
A61B 6/03 (2006.01); A61B 6/00 (2006.01); A61B 6/50 (2024.01); G06N 3/08 (2023.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
A61B 6/504 (2013.01); A61B 6/032 (2013.01); A61B 6/037 (2013.01); A61B 6/507 (2013.01); A61B 6/5217 (2013.01); A61B 6/5241 (2013.01); G06N 3/08 (2013.01); G06T 7/11 (2017.01);
Abstract

A computer-implemented method includes obtaining, via a processor, clinical images including vessels and generating, via the processor, straightened-out images for each coronary tree path within respective clinical images, The method also includes extracting, via the processor, segmented 3D image patches, determining, via the processor, overlapping binary mask volumes for each segment, and predicting, via the processor, pressure drops across the segmented image patches using a trained deep neural network.


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