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DBCSMOTE: a clustering-based oversampling technique for data-imbalanced warfarin dose prediction

BACKGROUND: Vitamin K antagonist (warfarin) is the most classical and widely used oral anticoagulant with assuring anticoagulant effect, wide clinical indications and low price. Warfarin dosage requirements of different patients vary largely. For warfarin daily dosage prediction, the data imbalance...

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Detalhes bibliográficos
Publicado no:BMC Med Genomics
Main Authors: Tao, Yanyun, Zhang, Yuzhen, Jiang, Bin
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7579987/
https://ncbi.nlm.nih.gov/pubmed/33087117
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12920-020-00781-2
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