How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models

Unnseo Park, Venkatesh Sivaraman, Adam Perer

Reinforcement learning (RL) is a promising approach to generate treatment policies for sepsis patients in intensive care. While retrospective evaluation metrics show decreased mort…