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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Zhu, Yanni, Pan, Wei, Shen, Xiaotong
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2009
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2854644/
https://ncbi.nlm.nih.gov/pubmed/20401316
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