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A novel method for mining highly imbalanced high-throughput screening data in PubChem

Motivation: The comprehensive information of small molecules and their biological activities in PubChem brings great opportunities for academic researchers. However, mining high-throughput screening (HTS) assay data remains a great challenge given the very large data volume and the highly imbalanced...

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Detalles Bibliográficos
Autores principales: Li, Qingliang, Wang, Yanli, Bryant, Stephen H.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2788930/
https://www.ncbi.nlm.nih.gov/pubmed/19825798
http://dx.doi.org/10.1093/bioinformatics/btp589

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