Search Results - James Zou

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    ADMET-AI enables interpretable predictions of drug-induced cardiotoxicity

    ADMET-AI enables interpretable predictions of drug-induced cardiotoxicity by Kyle Swanson, Souhrid Mukherjee, Parker Walther, Celine Lai, Christopher Yan, Rabindra Shivnaraine, Jeremy Leitz, Paul Pang, James Zou, Joseph Wu

    Published 2025-06-01 Get full text
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    CellMemory: hierarchical interpretation of out-of-distribution cells using bottlenecked transformer

    CellMemory: hierarchical interpretation of out-of-distribution cells using bottlenecked transformer by Qifei Wang, He Zhu, Yiwen Hu, Yanjie Chen, Yuwei Wang, Guochao Li, Yun Li, Jinfeng Chen, Xuegong Zhang, James Zou, Manolis Kellis, Yue Li, Dianbo Liu, Lan Jiang

    Published 2025-06-01

    Abstract Machine learning methods, especially Transformer architectures, have been widely employed in single-cell omics studies. However, interpretability and accurate representation of out-of-distribution (OOD) cells remains challenging. Inspired by the global workspace theory in cognitive neurosci...

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