Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction

Shaika Chowdhury, Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma 0019, Qiying Dai, Yue Yu, Sunyang Fu, Xiaoqian Jiang, Zhe He, Sunghwan Sohn, Xiaoke Liu, Suzette J. Bielinski, Alanna M. Chamberlain, James R. Cerhan, Nansu Zong. Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction. JAMIA, 31(8):1671-1681, 2024. [doi]

Authors

Shaika Chowdhury

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Yongbin Chen

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Pengyang Li

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Sivaraman Rajaganapathy

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Andrew Wen

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Xiao Ma 0019

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Qiying Dai

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Yue Yu

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Sunyang Fu

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Xiaoqian Jiang

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Zhe He

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Sunghwan Sohn

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Xiaoke Liu

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Suzette J. Bielinski

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Alanna M. Chamberlain

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James R. Cerhan

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Nansu Zong

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