Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning
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DOI: 10.1093/jamia/ocac088
Abstract: OBJECTIVE Warfarin anticoagulation management requires sequential decision-making to adjust dosages based on patients' evolving states continuously. We aimed to leverage reinforcement learning (RL) to optimize the dynamic in-hospital warfarin dosing in patients after surgical valve… read more here.
Keywords: reinforcement learning; warfarin anticoagulation; ratio; decision ... See more keywords