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. 12, 2022

Filed:

Feb. 21, 2020
Applicant:

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

Inventors:

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

Di Wen, San Jose, CA (US);

Brendan L. Eck, Cleveland Heights, OH (US);

Jacob Levi, Univeristy Heights, OH (US);

Yingnan Song, Cleveland Heights, OH (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 7/62 (2017.01); G06T 7/38 (2017.01); G06T 7/33 (2017.01); G06T 3/40 (2006.01); G06N 20/00 (2019.01); G16H 50/30 (2018.01); G06K 9/62 (2022.01); G06V 10/40 (2022.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06K 9/6268 (2013.01); G06N 20/00 (2019.01); G06T 3/4053 (2013.01); G06T 7/33 (2017.01); G06T 7/38 (2017.01); G06T 7/62 (2017.01); G06V 10/40 (2022.01); G16H 50/30 (2018.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30101 (2013.01); G06T 2211/424 (2013.01);
Abstract

Embodiments discussed herein facilitate employing a pretrained model to determine risk(s) of adverse event(s) based on Computed Tomography (CT) image volume(s) of an artery and/or training a model to determine such risk(s). Example embodiments can determine risk based on territory-specific calcium score(s) and/or intensity/morphological/location features discussed herein. Various embodiments can determine risk(s) based on a single CT image volume and/or change(s) in CT image volumes taken over a series of time points.


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