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Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Sepsis Treatment


May 08, 2020
MingYu Lu, Zachary Shahn, Daby Sow, Finale Doshi-Velez, Li-wei H. Lehman

* 10 pages, 9 figures 

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A Biologically Plausible Benchmark for Contextual Bandit Algorithms in Precision Oncology Using in vitro Data


Nov 11, 2019
Niklas T. Rindtorff, MingYu Lu, Nisarg A. Patel, Huahua Zheng, Alexander D'Amour

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

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