AI-WAR: a novel warfarin management software with a bidirectional LSTM dosing model improves time in therapeutic range

BackgroundWarfarin remains the preferred anticoagulant in patients after heart valve replacement. However, its narrow therapeutic window, substantial interindividual variability, and dependence on frequent INR monitoring make effective management challenging. The quality of anticoagulation in real-w...

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Auteurs principaux:	Yuan Li, Nuo Xu, Long Song, Yaxin Liu, Qi Pei, Yun Kuang, Guoping Yang
Format:	Artigo
Langue:	Inglês
Publié:	Frontiers Media S.A. 2026-04-01
Collection:	Frontiers in Pharmacology
Sujets:	anticoagulation management bi-directional long short-term memory individualized therapy time in therapeutic range warfarin
Accès en ligne:	https://www.frontiersin.org/articles/10.3389/fphar.2026.1750503/full
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