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

• Main Authors: Chin, Hui Shi, Mohamad, Mohd. Saberi, Deris, Safaai, Ibrahim, Dzuwairie
• Format: Article
• Published: 2012
• Subjects: QP Physiology
• Online Access: http://eprints.utm.my/id/eprint/46515/
• Institution: Universiti Teknologi Malaysia

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...