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:
Dec. 16, 2025

Filed:

Dec. 30, 2022
Applicant:

Boston Scientific Scimed, Inc., Maple Grove, MN (US);

Inventors:

Kevin Bloms, Minneapolis, MN (US);

Wenguang Li, Los Gatos, CA (US);

Hatice Cinar Akakin, Eden Prairie, MN (US);

Alexander Shang, Minneapolis, MN (US);

Assignee:

Boston Scientific Scimed, Inc., Maple Grove, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/02 (2006.01); A61B 5/00 (2006.01); A61B 8/08 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
A61B 5/02028 (2013.01); A61B 5/7267 (2013.01); A61B 8/0891 (2013.01); A61B 5/0066 (2013.01); G06N 3/08 (2013.01); G06T 2207/30101 (2013.01);
Abstract

A neural network is trained for estimating patient hemodynamic data using a plurality of extravascular imaging data sets and a plurality of intravascular imaging data sets that are each co-registered to a corresponding extravascular imaging data set. A plurality of hemodynamic data sets are provided, each hemodynamic data set co-registered with the corresponding extravascular imaging data set. The neural network learns what hemodynamic data to expect for a given intravascular imaging data set. An intravascular imaging event is subsequently performed in which an intravascular imaging element is translated within a blood vessel of the patient to produce one or more intravascular images. The neural network uses its training to predict hemodynamic values corresponding to the one or more intravascular images from the intravascular imaging event, and the one or more intravascular images are outputted in combination with the predicted hemodynamic values.


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