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

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

Abstract Background 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 pathwa...

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Bibliographic Details
Main Authors: So Yeon Kim, Hyun-Hwan Jeong, Jaesik Kim, Jeong-Hyeon Moon, Kyung-Ah Sohn
Format: Article
Language:English
Published: BMC 2019-04-01
Series:Biology Direct
Subjects:
Multi-omics
Integrative analysis
Random walk
Pathway-based analysis
Breast cancer
Neuroblastoma
Online Access:http://link.springer.com/article/10.1186/s13062-019-0239-8

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http://link.springer.com/article/10.1186/s13062-019-0239-8

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