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Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate

Jul 15, 2020
Linhong Li, Ren Zuo, Amanda Coston, Jeremy C. Weiss, George H. Chen

* International Conference on Artificial Intelligence in Medicine (AIME 2020) 

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Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning

Jun 02, 2020
Helen Zhou, Cheng Cheng, Zachary C. Lipton, George H. Chen, Jeremy C. Weiss

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Harmonic Mean Point Processes: Proportional Rate Error Minimization for Obtundation Prediction

Nov 14, 2019
Yoonjung Kim, Jeremy C. Weiss

* Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract 

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Survival-Supervised Topic Modeling with Anchor Words: Characterizing Pancreatitis Outcomes

Dec 07, 2017
George H. Chen, Jeremy C. Weiss

* NIPS Workshop on Machine Learning for Health 2017, fixed some equation typos, some minor wording edits 

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