Optimizing the dynamic treatment regime of in-hospital warfarin anticoagulation in patients after surgical valve replacement using reinforcement learning
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the American Medical Informatics Association : JAMIA"
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
New warfarin anticoagulation management model after heart valve surgery: rationale and design of a prospective, multicentre, randomised trial to compare an internet-based warfarin anticoagulation management model with the traditional warfarin management model
Sign Up to like & getrecommendations! Published in 2019 at "BMJ Open"
DOI: 10.1136/bmjopen-2019-032949
Abstract: Introduction Warfarin is an effective anticoagulant and the only oral anticoagulant available for patients with mechanical heart valves. The prothrombin time and the associated international normalised ratio (INR) are routinely tested to monitor the response… read more here.
Keywords: anticoagulation; anticoagulation management; management; management model ... See more keywords
Warfarin Anticoagulation and Fetal Central Nervous System Abnormalities: a Case Report.
Sign Up to like & getrecommendations! Published in 2021 at "Clinical laboratory"
DOI: 10.7754/clin.lab.2020.201013
Abstract: BACKGROUND Anticoagulation of pregnant woman with mechanical prosthetic heart valves is associated with significant maternal and fetal risks. METHODS We describe a case of dorsal midline dysplasia in a fetus at 11 weeks' gestation. The… read more here.
Keywords: central nervous; case; nervous system; fetal central ... See more keywords