Development and Validation of Heparin Dosing Policies Using an Offline Reinforcement Learning Algorithm

Yooseok Lim, Inbeom Park, Sujee Lee

Appropriate medication dosages in the intensive care unit (ICU) are critical for patient survival. Heparin, used to treat thrombosis and inhibit blood clotting in the ICU, requires…