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:
Jul. 21, 2026

Filed:

Jun. 17, 2021
Applicants:

Northwestern University, Evanston, IL (US);

Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL (US);

Inventors:

Donald R. Cantrell, Chicago, IL (US);

Sameer A. Ansari, Chicago, IL (US);

Leon Cho, Chicago, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); A61B 6/50 (2024.01); G06T 7/00 (2017.01); G06T 15/00 (2011.01); G06V 10/44 (2022.01); G06V 10/74 (2022.01); H04N 5/14 (2006.01);
U.S. Cl.
CPC ...
A61B 6/504 (2013.01); G06T 7/0012 (2013.01); G06T 15/00 (2013.01); G06V 10/44 (2022.01); G06V 10/761 (2022.01); H04N 5/145 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/30101 (2013.01);
Abstract

During catheter-based angiography, the bone and soft tissues degrade visualization of the vasculature, which is of primary interest in such medical imaging procedures. The present disclosure includes systems and methods utilizing a trained neural network to remove the bone and soft tissue densities from post-contrast images, revealing isolated vascular densities, without the need for a standard pre-injection digital mask and in the setting of patient motion. The final angiographic images may be created in real-time. Systems and methods for the training and optimization of the disclosed neural network are also described.


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