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.
Patent No.:
Date of Patent:
Apr. 21, 2025
Filed:
Mar. 14, 2022
Genentech, Inc.;
Fang-Yao Hu, San Mateo, CA (US);
Genentech, Inc., South San Francisco, CA (US);
Abstract
Particular embodiments provide a method for anomaly detection in images of tissue. An image processing system may receive an image of a tissue sample. A set of tiles may be generated from the image of the tissue sample. The set of tiles may be input into an anomaly detection model comprising a generator model comprising functional skip-connections and a Markovian discriminator model. The anomaly detection model may be trained to isolate a feature space of normal tissue samples. Anomaly scores may be computed for the set of tiles, and an assessment may be generated for the image of the tissue sample based on the anomaly scores for the set of tiles. The assessment may include a reconstructed heatmap of the image of the tissue sample, wherein colors of the heatmap are selected based on the anomaly scores.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile