Evaluation of Machine Learning Approaches for Predicting Warfarin Discharge Dose in Cardiac Surgery Patients: Retrospective Algorithm Development and Validation Study.
Lindsay DrydenJacquelin SongTeresa J ValenzanoZhen YangMeggie DebnathRebecca LinJane Topolovec-VranicMuhammad M MamdaniTony AntoniouPublished in: JMIR cardio (2023)
Machine learning algorithms based on routinely available clinical data can help guide initial warfarin dosing in cardiac surgery patients and optimize the postsurgical anticoagulation of these patients.