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:
Mar. 10, 2026

Filed:

Jan. 30, 2023
Applicant:

Paige.ai, Inc., New York, NY (US);

Inventors:

Hamed Aghdam, New York, NY (US);

Christopher Kanan, Pittsford, NY (US);

Assignee:

Paige.AI, Inc., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/69 (2022.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01); G16H 50/30 (2018.01);
U.S. Cl.
CPC ...
G06V 20/698 (2022.01); G06T 7/0012 (2013.01); G06T 7/11 (2017.01); G16H 50/30 (2018.01); G06T 2207/20021 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30024 (2013.01);
Abstract

A computer-implemented method for processing medical images, the method comprising receiving a plurality of medical images of at least one pathology specimen, the pathology specimen being associated with a patient. The method may further comprise dividing the one or more medical images into a plurality of tiles and predicting, using a machine learning system, proportions of each type of cancer sub-category for the plurality of tiles, the machine learning system having been trained by ranking loss. The method may further include determining an overall grade of cancer for the one or more medical images.


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