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Characterizing the Value of Information in Medical Notes



Chao-Chun Hsu , Shantanu Karnwal , Sendhil Mullainathan , Ziad Obermeyer , Chenhao Tan

* 15 pages, 12 figures, Findings of EMNLP 2020, code is available at https://github.com/BoulderDS/value-of-medical-notes 

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The Algorithmic Automation Problem: Prediction, Triage, and Human Effort



Maithra Raghu , Katy Blumer , Greg Corrado , Jon Kleinberg , Ziad Obermeyer , Sendhil Mullainathan


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Measuring the Stability of EHR- and EKG-based Predictive Models



Andrew C. Miller , Ziad Obermeyer , Sendhil Mullainathan

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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A Probabilistic Model of Cardiac Physiology and Electrocardiograms



Andrew C. Miller , Ziad Obermeyer , David M. Blei , John P. Cunningham , Sendhil Mullainathan

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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Direct Uncertainty Prediction for Medical Second Opinions



Maithra Raghu , Katy Blumer , Rory Sayres , Ziad Obermeyer , Sendhil Mullainathan , Jon Kleinberg


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Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data



Maggie Makar , Marzyeh Ghassemi , David Cutler , Ziad Obermeyer


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