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:
Feb. 17, 2026

Filed:

Feb. 08, 2023
Applicant:

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

Inventors:

Pallavi Tiwari, Wexford, PA (US);

Alvaro Andres Sandino Garzon, Madison, WI (US);

Eduardo Romero, Bogotá, CO;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 3/40 (2006.01); G06T 7/11 (2017.01); G06V 10/25 (2022.01); G06V 10/56 (2022.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06T 3/40 (2013.01); G06T 7/11 (2017.01); G06V 10/25 (2022.01); G06V 10/56 (2022.01); G06T 2207/10024 (2013.01); G06T 2207/30096 (2013.01); G06T 2207/30101 (2013.01);
Abstract

In some embodiments, the present disclosure relates to a method for generating a prognosis. The method may be performed by providing one or more digitized biopsy images of a patient having a glioma. One or more necrotic regions and one or more non-necrotic regions are identified within the one or more digitized biopsy images using a first deep learning algorithm. A second deep learning algorithm is applied to the one or more non-necrotic regions to identify glioblastoma multiforme (GBM) histopathological indicators within the one or more non-necrotic regions.


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