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:
Jun. 16, 2026
Filed:
Jul. 01, 2022
Genentech, Inc., South San Francisco, CA (US);
Hoffmann-la Roche Inc., Little Falls, NJ (US);
Trung Kien Nguyen, Chelsea, MI (US);
Samaneh Abbasi-Sureshjani, Basel, CH;
Jacob Gildenblat, Holon, IL;
Paul Mb Dhalluin, Riedisheim, FR;
Zijun Gao, Ann Arbor, MI (US);
Genentech, Inc., South San Francisco, CA (US);
Hoffmann-La Roche Inc., Little Falls, NJ (US);
Abstract
Described herein are systems, methods, and programming for analyzing and classifying digital pathology images. Some embodiments include receiving whole slide images (WSIs) and dividing each of the WSIs into tiles. For each WSI, a random subset of the tiles may be selected and augmented views of each of the selected tiles may be generated. For each of the selected tiles, a first convolutional neural network (CNN) may be trained to: generate, using a first one of the augmented views corresponding to the selected tile, a first representation of the selected tile, and predict a second representation of the selected tile to be generated by a second CNN, wherein the second representation is generated based on a second one of the augmented views of the selected tile.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile