Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning

Zeng, JT; Shao, JZ; Lin, S; Zhang, HC; Su, XT; Lian, XC; Zhao, Y; Ji, XY; Zheng, Z

Zheng, Z (通讯作者)，Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Clin Res Ctr Cardiovasc Dis,Dept Cardiovasc, Natl Ctr Cardiovas Cular Dis,State Key Lab Cardio, 167 North Lishi Rd, Beijing 100037, Peoples R China.

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2022; 29 (10): 1722

Abstract

Objective Warfarin anticoagulation management requires sequential decision-making to adjust dosages based on patients' evolving states continuously. W......

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