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...

Descripción completa

Detalles Bibliográficos
Autores principales: Tao, Yanyun, Zhang, Yuzhen, Jiang, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579987/
https://www.ncbi.nlm.nih.gov/pubmed/33087117
http://dx.doi.org/10.1186/s12920-020-00781-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579987/
https://www.ncbi.nlm.nih.gov/pubmed/33087117
http://dx.doi.org/10.1186/s12920-020-00781-2

Ejemplares similares