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Long Short-Term Memory Network for Development and Simulation of Warfarin Dosing Model Based on Time Series Anticoagulant Data

BACKGROUND: Warfarin is an effective treatment for thromboembolic disease but has a narrow therapeutic index, and dosage can differ tremendously among individuals. The study aimed to develop an individualized international normalized ratio (INR) model based on time series anticoagulant data and simu...

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Detalles Bibliográficos
Autores principales: Kuang, Yun, Liu, Yaxin, Pei, Qi, Ning, Xiaoyi, Zou, Yi, Liu, Liming, Song, Long, Guo, Chengxian, Sun, Yuanyuan, Deng, Kunhong, Zou, Chan, Cao, Dongsheng, Cui, Yimin, Wu, Chengkun, Yang, Guoping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130657/
https://www.ncbi.nlm.nih.gov/pubmed/35647078
http://dx.doi.org/10.3389/fcvm.2022.881111