Digital phenotyping from wearables using AI characterizes psychiatric disorders and identifies genetic associations
Jason J. Liu, Beatrice Borsari, Yunyang Li, Susanna Liu, Yuan Gao, Xin Xin, Shaoke Lou, Matthew Jensen, Diego Garrido-Martin, Terril Verplaetse, Garrett Ash, Jing Zhang, Matthew J. Girgenti, Walter Roberts, Mark Gerstein (2024). Cell.

Fast, sensitive detection of protein homologs using deep dense retrieval.
L Hong, Z Hu, S Sun, X Tang, J Wang, Q Tan, L Zheng, S Wang, S Xu, I King, M Gerstein, Y Li (2024). Nat Biotechnol.

MolLM: A Unified Language Model to Integrate Biomedical Text with 2D and 3D Molecular Representations
X Tang, A Tran, J Tan, MB Gerstein (2024). Bioinformatics 40: i357-i368.

Predicting changes in protein thermodynamic stability upon point mutation with deep 3D convolutional neural networks.
B Li, YT Yang, JA Capra, MB Gerstein (2020). PLoS Comput Biol 16: e1008291.

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