A novel discretization method for processing digital gene expression profiles

文献类型: 外文期刊

第一作者: Qu, Jibin

作者: Qu, Jibin;Zhang, Jinxia;Huang, Chenyang;Xie, Baogui;Wang, Yong;Zhang, Xiang-Sun

作者机构:

期刊名称:2013 7TH INTERNATIONAL CONFERENCE ON SYSTEMS BIOLOGY (ISB)

ISSN: 2325-0712

年卷期: 2013 年

页码:

收录情况: SCI

摘要: Discretization serves as an important preprocessing step for analyzing gene expression data and many algorithms have been proposed. However, most of the discretization methods were designed for microarrays. As a new technology, digital gene expression (DGE) profiles can overcome the limitation of microarrays and were applied in a widely range. In this paper, we proposed a novel discretization method for DGE data and the validations in a time-series gene expression dataset proved the efficiency of our method.

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