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Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning

Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning

Esra Adiyeke
Tianqi Liu
Venkata Sai Dheeraj Naganaboina
Han Li
Tyler J. Loftus
Yuanfang Ren
B. Shickel
M. Ruppert
Karandeep Singh
Ruogu Fang
Parisa Rashidi
A. Bihorac
T. Ozrazgat-Baslanti
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Papers citing "Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning"

6 / 6 papers shown
Title
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment
Thesath Nanayakkara
G. Clermont
C. Langmead
D. Swigon
AI4CE
37
24
0
21 Jan 2021
Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment
Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment
Kristine Zhang
Yuanheng Wang
Jianzhun Du
Brian Chu
Leo Anthony Celi
R. Kindle
Finale Doshi-Velez
OffRL
33
4
0
09 Jan 2021
Reinforcement Learning in Healthcare: A Survey
Reinforcement Learning in Healthcare: A Survey
Chao Yu
Jiming Liu
S. Nemati
LM&MA
OffRL
108
557
0
22 Aug 2019
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
538
21,613
0
22 May 2017
Learning Important Features Through Propagating Activation Differences
Learning Important Features Through Propagating Activation Differences
Avanti Shrikumar
Peyton Greenside
A. Kundaje
FAtt
123
3,848
0
10 Apr 2017
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
Philip S. Thomas
Emma Brunskill
OffRL
214
573
0
04 Apr 2016