Leland Stanford Junior University

Adrian Sanborn

Roger D Kornberg

Benjamin Yeh

Embodiments herein describe systems and methods to identify transcription factor activation domains and uses thereof. Many embodiments obtain activation measurements of tiles or segments of known transcription factors in an organism. Further embodiments train a machine learning model, such as a convolutional neural network, to identify transcription factors and activation domains in other organisms of the same or different species. Such methods and systems can be used for industrial, medical, and research purposes.

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Redwood City, CA, United States of America

Adrian Sanborn