US 11,732,381 B2
Systems and methods to identify transcription factor activation domains and uses thereof
Roger D. Kornberg, Atherton, CA (US); Adrian Sanborn, Redwood City, CA (US); and Benjamin Yeh, Stanford, CA (US)
Assigned to The Board of Trustees of the Leland Stanford Junior University, Stanford, CA (US)
Filed by The Board of Trustees of the Leland Stanford Junior University, Stanford, CA (US)
Filed on Dec. 15, 2021, as Appl. No. 17/300,935.
Claims priority of provisional application 63/125,836, filed on Dec. 15, 2020.
Prior Publication US 2022/0186401 A1, Jun. 16, 2022
Int. Cl. C12Q 1/6811 (2018.01); C40B 30/04 (2006.01); G06N 3/02 (2006.01); C40B 40/10 (2006.01)
CPC C40B 30/04 (2013.01) [C12Q 1/6811 (2013.01); C40B 40/10 (2013.01); G06N 3/02 (2013.01)] 20 Claims
 
1. A method, comprising:
obtaining a convolutional neural network (CNN), wherein the CNN is trained with nonrandom functional activation domain data from a first organism; and
identifying an activation domain in a second organism using the CNN.