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GRAPHICAL MODELING METHOD AND DEVICE FOR INFERRING GENE NETWORK

机译:基因网络的图形建模方法和装置

摘要

PROBLEM TO BE SOLVED: To provide graphical modeling method and device, capable of quickly and precisely inferring a gene network from a manifestation profile. SOLUTION: The method includes steps in which a gene manifestation profile is inputted, correlation coefficient matrix for genes is calculated, cluster analysis is executed, a cluster analysis result is outputted, and the correlation coefficient matrix of representative genes is calculated. Then transformation into partial correlation coefficient matrix is executed, minimum elements are retrieved, inverse transformation into the correlation coefficient matrix is executed, and significance is determined. When there is no significance, as a result of significance judgment, operation is returned to the transformation into the partial correlation coefficient matrix, but when there is significance, a partial correlation coefficient matrix is outputted, to execute graphical modeling for inferring the gene network.
机译:要解决的问题:提供图形化建模方法和设备,能够从表现形式中快速准确地推断出基因网络。解决方案:该方法包括以下步骤:输入基因表现谱,计算基因的相关系数矩阵,执行聚类分析,输出聚类分析结果,并计算代表基因的相关系数矩阵。然后执行到部分相关系数矩阵的变换,检索最小元素,执行到相关系数矩阵的逆变换,并确定重要性。当不存在显着性时,作为显着性判断的结果,将操作返回到部分相关系数矩阵的变换,但是当存在显着性时,输出部分相关性系数矩阵,以执行用于推断基因网络的图形建模。

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