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. 22, 2025

Filed:

Jan. 12, 2023
Applicant:

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

Inventors:

Simon Shang Gao, San Francisco, CA (US);

Neha Sutheekshna Anegondi, Fremont, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/20 (2018.01); G16H 30/40 (2018.01); G06T 3/4046 (2024.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); G16H 50/20 (2018.01); G06T 3/4046 (2013.01);
Abstract

A method and system for evaluating geographic atrophy in a retina. A set of fundus autofluorescence (FAF) images of the retina is received. An input is generated for a machine learning system using the set of fundus autofluorescence images. A lesion area is predicted, via the machine learning system, for the geographic atrophy lesion in the retina using the set of fundus autofluorescence images. A lesion growth rate is predicted, via the machine learning system, for the geographic atrophy lesion in the retina using the input.


Find Patent Forward Citations

Gao, Simon. (2025). Predicting geographic atrophy growth rate from fundus autofluorescence images using deep neural networks (U.S. Patent No. 12367966). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12367966

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

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