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Characterizing the Value of Information in Medical Notes

Oct 07, 2020
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

Mar 28, 2019
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

Dec 01, 2018
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

Dec 01, 2018
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

Sep 13, 2018
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

Dec 02, 2017
Maggie Makar, Marzyeh Ghassemi, David Cutler, Ziad Obermeyer


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