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Knowledge boosting: a graph-based integration approach with multi-omics data and genomic knowledge for cancer clinical outcome prediction

Objective Cancer can involve gene dysregulation via multiple mechanisms, so no single level of genomic data fully elucidates tumor behavior due to the presence of numerous genomic variations within or between levels in a biological system. We have previously proposed a graph-based integration approa...

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Detalles Bibliográficos
Autores principales: Kim, Dokyoon, Joung, Je-Gun, Sohn, Kyung-Ah, Shin, Hyunjung, Park, Yu Rang, Ritchie, Marylyn D, Kim, Ju Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433357/
https://www.ncbi.nlm.nih.gov/pubmed/25002459
http://dx.doi.org/10.1136/amiajnl-2013-002481