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Predicting Inpatient Discharge Prioritization With Electronic Health Records


Dec 02, 2018
Anand Avati, Stephen Pfohl, Chris Lin, Thao Nguyen, Meng Zhang, Philip Hwang, Jessica Wetstone, Kenneth Jung, Andrew Ng, Nigam H. Shah

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The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data


Oct 04, 2018
Daisy Yi Ding, Chloé Simpson, Stephen Pfohl, Dave C. Kale, Kenneth Jung, Nigam H. Shah

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* Pacific Symposium on Biocomputing (PSB) 2019, Hawaii, https://psb.stanford.edu/psb-online/; 13 pages, 7 figures; updated with the camera-ready version of the manuscript 

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Effective Representations of Clinical Notes


Aug 16, 2018
Sebastien Dubois, Nathanael Romano, David C. Kale, Nigam Shah, Kenneth Jung

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Countdown Regression: Sharp and Calibrated Survival Predictions


Jun 21, 2018
Anand Avati, Tony Duan, Kenneth Jung, Nigam H. Shah, Andrew Ng

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Improving Palliative Care with Deep Learning


Nov 17, 2017
Anand Avati, Kenneth Jung, Stephanie Harman, Lance Downing, Andrew Ng, Nigam H. Shah

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* IEEE International Conference on Bioinformatics and Biomedicine 2017 

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Some methods for heterogeneous treatment effect estimation in high-dimensions


Jul 01, 2017
Scott Powers, Junyang Qian, Kenneth Jung, Alejandro Schuler, Nigam H. Shah, Trevor Hastie, Robert Tibshirani

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