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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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Библиографические подробности
Главные авторы: Li, Qingliang, Wang, Yanli, Bryant, Stephen H.
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2009
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC2788930/
https://ncbi.nlm.nih.gov/pubmed/19825798
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btp589
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