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:
Apr. 21, 2026

Filed:

Jun. 21, 2022
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Leili Salehi, Waltham, MA (US);

Ayushi Sinha, Baltimore, MD (US);

Ramon Quido Erkamp, Swampscott, MA (US);

Ashish Sattyavrat Panse, Burlington, MA (US);

Grzegorz Andrzej Toporek, Cambridge, MA (US);

Assignee:

Koninklijke Philips N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); A61B 5/02 (2006.01); A61B 5/026 (2006.01); A61B 6/50 (2024.01); A61B 18/00 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); A61B 5/02014 (2013.01); A61B 5/026 (2013.01); A61B 6/504 (2013.01); A61B 2018/00416 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30104 (2013.01);
Abstract

A computer-implemented method of predicting a status of an embolization procedure on an aneurism, includes: receiving (S) projection image data () representing temporal blood flow in a region of the anatomy including the aneurism during the embolization procedure; inputting (S) the received projection image data () into a neural network () trained to predict temporal blood flow (), wherein the neural network () is trained to predict temporal blood flow () using training data () representing temporal blood flow in a region of the anatomy that does not include an aneurism; and in response to the inputting (S): generating (S) an output () indicative of the status of the embolization procedure based on the predicted temporal blood flow.


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