Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis

BK Petersen, J Yang, WS Grathwohl, C Cockrell… - arXiv preprint arXiv …, 2018 - arxiv.org
Sepsis is a life-threatening condition affecting one million people per year in the US in which
dysregulation of the body's own immune system causes damage to its tissues, resulting in a …

Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis

BK Petersen, J Yang, WS Grathwohl… - arXiv e …, 2018 - ui.adsabs.harvard.edu
Sepsis is a life-threatening condition affecting one million people per year in the US in which
dysregulation of the body's own immune system causes damage to its tissues, resulting in a …