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Jimeng Sun

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SafeDrug: Dual Molecular Graph Encoders for Safe Drug Recommendations

May 05, 2021
Chaoqi Yang, Cao Xiao, Fenglong Ma, Lucas Glass, Jimeng Sun

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Machine Learning Applications for Therapeutic Tasks with Genomics Data

May 03, 2021
Kexin Huang, Cao Xiao, Lucas M. Glass, Cathy W. Critchlow, Greg Gibson, Jimeng Sun

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SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models

Mar 05, 2021
Zhen Lin, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun

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Therapeutics Data Commons: Machine Learning Datasets and Tasks for Therapeutics

Feb 18, 2021
Kexin Huang, Tianfan Fu, Wenhao Gao, Yue Zhao, Yusuf Roohani, Jure Leskovec, Connor W. Coley, Cao Xiao, Jimeng Sun, Marinka Zitnik

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HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

Feb 08, 2021
Tianfan Fu, Kexin Huang, Cao Xiao, Lucas M. Glass, Jimeng Sun

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PyHealth: A Python Library for Health Predictive Models

Jan 11, 2021
Yue Zhao, Zhi Qiao, Cao Xiao, Lucas Glass, Jimeng Sun

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EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders

Dec 18, 2020
Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley Malin, Walter Stewart, Jimeng Sun

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STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization

Dec 08, 2020
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun

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FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection

Oct 30, 2020
Zhi Qiao, Austin Bae, Lucas M. Glass, Cao Xiao, Jimeng Sun

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DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data

Oct 28, 2020
Yanbo Xu, Cao Xiao, Jimeng Sun

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