logo

For the Inventor, By the Inventor

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.

Patent No.:

US 12770252 B1

PDFFull Text
Date of Patent:
Oct. 20, 2026

Filed:

Jun. 12, 2023

Prediction of stent expansion using finite element modeling and machine learning

Applicants:

Case Western Reserve University, Cleveland, OH (US);

Florida Institute of Technology, Melbourne, FL (US);

University Hospitals Cleveland Medical Center, Cleveland, OH (US);

University of South Florida, Tampa, FL (US);

Inventors:

David L. Wilson, Cleveland Heights, OH (US);

Yazan Gharaibeh, Irbid, JO;

Juhwan Lee, Westlake, OH (US);

Linxia Gu, Melbourne, FL (US);

Pengfei Dong, Melbourne, FL (US);

Sadeer Al-Kindi, Lyndhurst, OH (US);

Hiram Bezerra, Tampa, FL (US);

Assignees:

Case Western Reserve University, Cleveland, OH (US);

Florida Institute of Technology, Melbourne, FL (US);

University Hospitals Cleveland Medical Center, Cleveland, OH (US);

University of South Florida, Tampa, FL (US);

Attorney:

Eschweiler & Potashnik, LLC

Primary Examiner:

Miya J Cato

Int. Cl.
CPC ...
G06T 7/00 (2017.01); A61B 5/02 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); A61B 5/02007 (2013.01); G06T 2207/10101 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30101 (2013.01);
Abstract

The present disclosure, in some embodiments, relates to a method of determining a stent effectiveness. The method includes accessing a pre-stent intravascular image of a blood vessel of a patient. One or more pre-stent label volumes of the blood vessel are determined and one or more treatment variables associated with the pre-stent intravascular image are determined. One or more FEM-mimic simulations are generated by applying a first deep learning model to the one or more pre-stent label volumes and the one or more treatment variables. The one or more FEM-mimic simulations are used to determine a stent effectiveness metric.

Find Patent Forward Citations

Wilson, David. (2026). Prediction of stent expansion using finite element modeling and machine learning (U.S. Patent No. 12770252). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770252

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…