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

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 pathway inform...

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Detalles Bibliográficos
Autores principales: Kim, So Yeon, Jeong, Hyun-Hwan, Kim, Jaesik, Moon, Jeong-Hyeon, Sohn, Kyung-Ah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6489180/
https://www.ncbi.nlm.nih.gov/pubmed/31036036
http://dx.doi.org/10.1186/s13062-019-0239-8