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Support Vector Machines with Disease-gene-centric Network Penalty for High Dimensional Microarray Data

With the availability of genetic pathways or networks and accumulating knowledge on genes with variants predisposing to diseases (disease genes), we propose a disease-gene-centric support vector machine (DGC-SVM) that directly incorporates these two sources of prior information into building microar...

詳細記述

保存先:
書誌詳細
主要な著者: Zhu, Yanni, Pan, Wei, Shen, Xiaotong
フォーマット: Artigo
言語:Inglês
出版事項: 2009
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC2854644/
https://ncbi.nlm.nih.gov/pubmed/20401316
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