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. 07, 2026

Filed:

Feb. 11, 2022
Applicant:

Verily Health Inc., Dallas, TX (US);

Inventors:

Craig Mermel, Los Gatos, CA (US);

PO-Hsuan Chen, Palo Alto, CA (US);

David F. Steiner, Mountain View, CA (US);

Ronnachai Jaroensri, Mountain View, CA (US);

Paul Gamble, Mountain View, CA (US);

Fraser Tan, Mountain View, CA (US);

Assignee:

Verily Health Inc., Dallas, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 5/60 (2024.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06T 5/60 (2024.01); G06T 2207/20084 (2013.01);
Abstract

One example method for biomarker detection in digitized pathology samples includes receiving a plurality of image patches corresponding to an image of a pathology slide having a hematoxylin and eosin-stained ('H&E') stained sample of tissue, each image patch representing a different portion of the image; for each image patch, determining, using a first trained machine learning (“ML”) model, a patch biomarker status; and determining, using a second trained ML model, a tissue sample biomarker status for the sample of tissue based on the patch biomarker statuses of the image patches.


Find Patent Forward Citations

Mermel, Craig. (2026). Systems and method receiving image patches, and determining tissue sample biomarker status in digitized pathology samples using trained machine learning model (U.S. Patent No. 12675881). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12675881

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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