APPROVAL PREDICTION APPARATUS, APPROVAL PREDICTION METHOD, AND COMPUTER PROGRAM PRODUCT
    3.
    发明申请
    APPROVAL PREDICTION APPARATUS, APPROVAL PREDICTION METHOD, AND COMPUTER PROGRAM PRODUCT 审中-公开
    批准预测装置,批准预测方法和计算机程序产品

    公开(公告)号:US20150242752A1

    公开(公告)日:2015-08-27

    申请号:US14431415

    申请日:2013-09-27

    Abstract: According to an aspect of the present invention, similarity centrality measures that are centrality measures of proteins that a protein similarity network includes are calculated, interaction centrality measures that are centrality measures of the proteins that the protein-protein interaction network includes are calculated, a rejection score that represents probability of a compound to be validated to be classified as a rejected drug is calculated using classifiers that use, as training data, the approval attributes of the respective drugs, the sum and average of the similarity centrality measures per target for each drug, and the sum and average of the interaction centrality measures per target for each drug, and the rejection score is output.

    Abstract translation: 根据本发明的一个方面,计算蛋白质相似性网络包含的蛋白质的中心度量度的相似性中心度量度,作为蛋白质 - 蛋白质相互作用网络所包含的蛋白质的中心度量度的相互作用中心度量被计算, 使用分类器来计算代表化合物被鉴定为被拒绝药物的概率的分数,该分类器使用各种药物的批准属性作为培训数据,每种药物的每个靶标的相似性中心度量的总和和平均值 ,每个药物每个目标的互动中心度量的平均和平均值,输出排除分数。

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