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The Medical Deconfounder: Assessing Treatment Effect with Electronic Health Records (EHRs)

Linying Zhang , Yixin Wang , Anna Ostropolets , Jami J. Mulgrave , David M. Blei , George Hripcsak

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Evaluating Reinforcement Learning Algorithms in Observational Health Settings

Omer Gottesman , Fredrik Johansson , Joshua Meier , Jack Dent , Donghun Lee , Srivatsan Srinivasan , Linying Zhang , Yi Ding , David Wihl , Xuefeng Peng , Jiayu Yao , Isaac Lage , Christopher Mosch , Li-wei H. Lehman , Matthieu Komorowski , Matthieu Komorowski , Aldo Faisal , Leo Anthony Celi , David Sontag , Finale Doshi-Velez

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