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Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose

Warfarin dosing remains challenging due to narrow therapeutic index and highly individual variability. Incorrect warfarin dosing is associated with devastating adverse events. Remarkable efforts have been made to develop the machine learning based warfarin dosing algorithms incorporating clinical fa...

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Bibliografiske detaljer
Udgivet i:PLoS One
Main Authors: Ma, Zhiyuan, Wang, Ping, Gao, Zehui, Wang, Ruobing, Khalighi, Koroush
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6195267/
https://ncbi.nlm.nih.gov/pubmed/30339708
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0205872
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