A latent batch-constrained deep reinforcement learning approach for precision dosing clinical decision support

Author:

Qiu XiheORCID,Tan XiaoyuORCID,Li Qiong,Chen Shaotao,Ru Yajun,Jin Yaochu

Funder

National Natural Science Foundation of China

Bundesministerium für Bildung und Forschung

Alexander von Humboldt-Stiftung

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference34 articles.

1. Medication errors;Williams;J. Royal College Physicians Edinburgh,2007

2. Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach;Nemati,2016

3. Batch reinforcement learning;Lange,2012

4. Off-policy deep reinforcement learning without exploration;Fujimoto,2019

5. Publication, discovery and interoperability of clinical decision support systems: a linked data approach;Marco-Ruiz;J. Biomed. Inform.,2016

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