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Chronic Kidney Disease stratification using office visit records: Handling data imbalance via hierarchical meta-classification

BACKGROUND: Chronic Kidney Disease (CKD) is one of several conditions that affect a growing percentage of the US population; the disease is accompanied by multiple co-morbidities, and is hard to diagnose in-and-of itself. In its advanced forms it carries severe outcomes and can lead to death. It is...

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Detalles Bibliográficos
Autores principales: Bhattacharya, Moumita, Jurkovitz, Claudine, Shatkay, Hagit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6290512/
https://www.ncbi.nlm.nih.gov/pubmed/30537962
http://dx.doi.org/10.1186/s12911-018-0675-x