Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning

Author:

Yang Ziyue1ORCID,Tian Yu1ORCID,Zhou Tianshu2,Zhu Yilin3,Zhang Ping3,Chen Jianghua3,Li Jingsong1ORCID

Affiliation:

1. Engineering Research Center of EMR and Intelligent Expert System, Ministry of Education, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China

2. Research Center for Healthcare Data Science, Zhejiang Lab, Hangzhou, China

3. Kidney Disease Center, First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China

Funder

National Natural Science Foundation of China

Major Scientific Project of Zhejiang Lab

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Health Information Management,Electrical and Electronic Engineering,Computer Science Applications,Health Informatics

Reference40 articles.

1. Continuous control with deep reinforcement learning;lillicrap;Proc 4th Int Conf Learn Represent ICLR- Conf Track Proc,2016

2. Learning dynamic treatment strategies for coronary heart diseases by artificial intelligence: real-world data-driven study

3. Doubly robust off-policy value evaluation for reinforcement learning;jiang;Proc 33rd Int Conf Mach Learn,2015

4. A Brief Review of Nearest Neighbor Algorithm for Learning and Classification

5. Prioritized experience replay;schaul;Proc 4th Int Conf Learn Represent,2015

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