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:
Aug. 05, 2025
Filed:
Jan. 19, 2023
Genentech, Inc., South San Francisco, CA (US);
Hoffmann-la Roche Inc., Little Falls, NJ (US);
Tina Geritz Nielsen, Basel, CH;
Joseph Nathaniel Paulson, South San Francisco, CA (US);
Daniel Jay Schneider, Wynnewood, PA (US);
Edward Jean Bataillard, Welwyn Garden City, GB;
Carl Wilson Harris, Iii, South San Francisco, CA (US);
Carsten Henneges, South San Francisco, CA (US);
Yoonha Choi, South San Francisco, CA (US);
GENENTECH, INC., South San Francisco, CA (US);
Abstract
Systems and methods described herein improve outcomes of subjects with lymphoma. Subjects with lymphoma may be able to avoid conventional treatments that have a high probability of leading to an adverse effect in the subject. Systems and methods allow for a more accurate prediction of subjects who cannot tolerate a particular treatment. Methods may include accessing an input data set that includes multiple input data values pertaining to a particular subject with lymphoma. The method may further include inputting the input data set into a machine-learning model to generate a score corresponding to the degree to which the particular subject will tolerate a particular treatment. The method may include outputting a prediction of the tolerance of the particular subject to the particular treatment using the generated score.