DRWPClass is a pathway-based disease classification method. It incorporates directed pathway topological information to infer reproducible pathway activities by directed random walk (DRW) and uses them for accurate and robust cancer classification.
Wei Liu <email@example.com> and Chunquan Li <firstname.lastname@example.org>
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Bioinformatics. 2013 Sep 1;29(17):2169-77. doi: 10.1093/bioinformatics/btt373. Epub 2013 Jul 10.
Topologically inferring risk-active pathways toward precise cancer classification by directed random walk.
Liu W1, Li C, Xu Y, Yang H, Yao Q, Han J, Shang D, Zhang C, Su F, Li X, Xiao Y, Zhang F, Dai M, Li X.