A pathway-based approach for analyzing microarray data using random forests

Although machine learning methods, such as random forests, have been developed to correlate survival outcomes with a set of genes, less study has assessed the abilities of these methods in incorporating pathway information for analyzing microarray data. In general, genes that are identified without...

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Bibliographic Details
Main Authors: Tan Ah Chik @ Mohamad, Mohd. Saberi, Shi, Chin Hui, Deris, Safaai, Ibrahim, Zuwairie
Format: Conference or Workshop Item
Published: 2011