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The Influence Relevance Voter: An Accurate And Interpretable Virtual High Throughput Screening Method

Given activity training data from Hight-Throughput Screening (HTS) experiments, virtual High-Throughput Screening (vHTS) methods aim to predict in silico the activity of untested chemicals. We present a novel method, the Influence Relevance Voter (IRV), specifically tailored for the vHTS task. The I...

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Main Authors: Swamidass, S. Joshua, Azencott, Chloé-Agathe, Lin, Ting-Wan, Gramajo, Hugo, Tsai, Sheryl, Baldi, Pierre
格式: Artigo
語言:Inglês
出版: 2009
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2750043/
https://ncbi.nlm.nih.gov/pubmed/19391629
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/ci8004379
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