Deep Reinforcement Learning and Simulation as a Path Toward Precision Medicine
Author:
Affiliation:
1. Computational Engineering Division, Lawrence Livermore National Laboratory, Livermore, California.
2. Department of Surgery, University of Vermont, Burlington, Vermont.
Publisher
Mary Ann Liebert Inc
Subject
Computational Theory and Mathematics,Computational Mathematics,Genetics,Molecular Biology,Modeling and Simulation
Link
https://www.liebertpub.com/doi/pdf/10.1089/cmb.2018.0168
Reference20 articles.
1. In silico experiments of existing and hypothetical cytokine-directed clinical trials using agent-based modeling*
2. Optimization and Control of Agent-Based Models in Biology: A Perspective
3. Agent‐based models in translational systems biology
4. A systematic review and meta-analysis of early goal-directed therapy for septic shock: the ARISE, ProCESS and ProMISe Investigators
5. Multi-cell Agent-based Simulation of the Microvasculature to Study the Dynamics of Circulating Inflammatory Cell Trafficking
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