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Warfarin maintenance dose prediction for Chinese after heart valve replacement by a feedforward neural network with equal stratified sampling

Patients requiring low-dose warfarin are more likely to suffer bleeding due to overdose. The goal of this work is to improve the feedforward neural network model's precision in predicting the low maintenance dose for Chinese in the aspect of training data construction. We built the model from a...

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Detalles Bibliográficos
Autores principales: Ma, Weijie, Li, Hongying, Dong, Li, Zhou, Qin, Fu, Bo, Hou, Jiang-long, Wang, Jing, Qin, Wenzhe, Chen, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253817/
https://www.ncbi.nlm.nih.gov/pubmed/34215839
http://dx.doi.org/10.1038/s41598-021-93317-2