Predicting drug side effects by multi-label learning and ensemble learning

BACKGROUND: Predicting drug side effects is an important topic in the drug discovery. Although several machine learning methods have been proposed to predict side effects, there is still space for improvements. Firstly, the side effect prediction is a multi-label learning task, and we can adopt the...

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Detalles Bibliográficos
Autores principales: Zhang, Wen, Liu, Feng, Luo, Longqiang, Zhang, Jingxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4634905/
https://www.ncbi.nlm.nih.gov/pubmed/26537615
http://dx.doi.org/10.1186/s12859-015-0774-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4634905/
https://www.ncbi.nlm.nih.gov/pubmed/26537615
http://dx.doi.org/10.1186/s12859-015-0774-y

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