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:
Sep. 22, 2026

Filed:

Oct. 19, 2023
Applicant:

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

Inventors:

Arpit Aggarwal, Cleveland, OH (US);

Haojia Li, Cleveland Heights, OH (US);

Anant Madabhushi, Decatur, GA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06T 7/00 (2017.01); G16H 50/20 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G16H 50/20 (2018.01); G01N 2800/52 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30024 (2013.01);
Abstract

The present disclosure, in some embodiments, relates to a method for determining a prognosis. The method includes measuring a collagen fiber orientation disorder (CFOD) within a digitized pathology image of a pathology slide corresponding to a patient that has or that has had EOC. A plurality of CFOD features are generated using the measured CFOD. A machine learning model is operated upon the plurality of CFOD features to determine an EOC prognosis for the patient.


Find Patent Forward Citations

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Aggarwal, Arpit. (2026). Biomarkers of collagen fiber architecture in epithelial ovarian cancer (eoc) patients (U.S. Patent No. 12743775). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12743775

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