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:
Apr. 07, 2026

Filed:

Jan. 24, 2023
Applicant:

Genentech, Inc., South San Francisco, CA (US);

Inventors:

Fang-Yao Hu, San Mateo, CA (US);

Sara Francesca Santagostino, South San Francisco, CA (US);

Assignee:

Genentech, Inc., South San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 7/10 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06T 7/10 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/30041 (2013.01);
Abstract

In one embodiment, a method includes receiving a querying image associated with a tissue sample after a treatment by a drug compound, identifying a target layer of the tissue sample based on a machine-learning model trained to identify layers of tissue samples, calculating a normalized thickness of the identified target layer, and determining a toxicity indication of the treatment by the drug compound based on the normalized thickness of the identified target layer.


Find Patent Forward Citations

Hu, Fang-Yao. (2026). Assessment of skin toxicity in an in vitro tissue samples using deep learning (U.S. Patent No. 12597128). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12597128

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

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