Inverse reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units

Seizure Control in a Computational Model Using a Reinforcement Learning Stimulation Paradigm

(2017) Vivek Nagaraj et al.   International Journal of Neural Systems

Deep reinforcement learning for automated radiation adaptation in lung cancer

(2017) Huan-Hsin Tseng et al.   MEDICAL PHYSICS

Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes

(2016) Elena Daskalaki et al.   PLoS One

Machine Learning and Decision Support in Critical Care

(2016) Alistair E. W. Johnson et al.   PROCEEDINGS OF THE IEEE

MIMIC-III, a freely accessible critical care database

(2016) Alistair E.W. Johnson et al.   Scientific Data

Closed-loop control of anesthesia and mean arterial pressure using reinforcement learning

(2015) Regina Padmanabhan et al.   Biomedical Signal Processing and Control

Optimization of anemia treatment in hemodialysis patients via reinforcement learning

(2014) Pablo Escandell-Montero et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Informing sequential clinical decision-making through reinforcement learning: an empirical study

(2010) Susan M. Shortreed et al.   MACHINE LEARNING