Robust pathway-based multi-omics data integration using directed random walks for survival prediction in multiple cancer studies

So Yeon Kim, Hyun-Hwan Jeong, Jaesik Kim, Jeong-Hyeon Moon, Kyung-Ah Sohn
2019 Biology Direct  
Integrating the rich information from multi-omics data has been a popular approach to survival prediction and bio-marker identification for several cancer studies. To facilitate the integrative analysis of multiple genomic profiles, several studies have suggested utilizing pathway information rather than using individual genomic profiles.
doi:10.1186/s13062-019-0239-8 pmid:31036036 pmcid:PMC6489180 fatcat:cogl3d73zne3ngh6cxj662oisq