Guidelines for reinforcement learning in healthcare

Omer Gottesman,Fredrik Johansson,Matthieu Komorowski,Aldo Faisal,David Sontag,Finale Doshi-Velez,Leo Anthony Celi

NATURE MEDICINE（2019）

引用 315|浏览86

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摘要

In this Comment, we provide guidelines for reinforcement learning for decisions about patient treatment that we hope will accelerate the rate at which observational cohorts can inform healthcare practice in a safe, risk-conscious manner.

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关键词

Health care,Machine learning,Biomedicine,general,Cancer Research,Metabolic Diseases,Infectious Diseases,Molecular Medicine,Neurosciences

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