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Systems and methods for predicting biological responses

Grant US12579423B2 Kind: B2 Mar 17, 2026

Assignee

Sanofi Pasteur, Inc.

Inventors

Armaghan Waseem Naik, Mario Barro, Dustin Holloway, Konstantin Zeldovich, Tod Strugnell, Philip Davidson, William Warren

Abstract

Systems and methods can apply machine learning techniques to predict biological responses. One of the methods is performed by at least one processor executing executable logic including at least one machine learning model trained to predict biological responses. The method includes receiving first sequence data of a first molecular sequence, receiving second sequence data of a second molecular sequence, and predicting a biological response for the second molecular sequence based at least partly on the received first and second sequence data.

CPC Classifications

G06N 3/08 G06N 3/04 G16B 5/20 G16B 30/10 G16B 40/00 G16H 50/80 G16H 50/20

Filing Date

2020-10-20

Application No.

17075501

Claims

20