@INPROCEEDINGS{7591355, 
author={S. Nemati and M. M. Ghassemi and G. D. Clifford}, 
booktitle={2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)}, 
title={Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach}, 
year={2016}, 
pages={2978-2981}, 
keywords={decision making;drugs;electronic health records;learning (artificial intelligence);patient treatment;MIMIC II intensive care unit database;clinical guidelines;clinical phenotype;clinician-in-the-loop sequential decision making framework;deep reinforcement learning algorithm;electronic medical records;hospital stay length;individualized dosing policy;individualized patient dosing policies;optimal heparin dosing policy;optimal medication dosing;retrospective data;sample dosing trails;sensitive therapeutic windows;sequential modeling approach;suboptimal clinical examples;testing datasets;training datasets;Cost function;Drugs;Feature extraction;Hospitals;Learning (artificial intelligence);Time series analysis;Training}, 
doi={10.1109/EMBC.2016.7591355}, 
month={Aug},}