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. 21, 2026

Filed:

Feb. 01, 2022
Applicant:

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

Inventors:

Michael G. Kawczynski, South San Francisco, CA (US);

Thomas Bengtsson, South San Francisco, CA (US);

Jian Dai, South San Francisco, CA (US);

Simon S. Gao, South San Francisco, CA (US);

Jeffrey R. Willis, South San Francisco, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); A61B 3/10 (2006.01); G16H 10/20 (2018.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); A61B 3/102 (2013.01); G16H 10/20 (2018.01); G16H 30/40 (2018.01); G06T 2207/10081 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30041 (2013.01);
Abstract

Systems and methods disclosed herein relate to using a machine-learning model to process an input of a subject's eye and to predict a current or future visual acuity of the subject. The subject may have been diagnosed with age-related macular degeneration. The predicted current or future visual acuity may be used to (for example) facilitate diagnosing the subject (e.g., with a particular type of age-related macular degeneration), facilitate identifying a treatment strategy for the subject, and/or facilitate designing a clinical study.


Find Patent Forward Citations

Kawczynski, Michael. (2026). Using deep learning to process images of the eye to predict visual acuity (U.S. Patent No. 12688572). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12688572

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

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