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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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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Kim, Dokyoon, Joung, Je-Gun, Sohn, Kyung-Ah, Shin, Hyunjung, Park, Yu Rang, Ritchie, Marylyn D, Kim, Ju Han
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4433357/
https://ncbi.nlm.nih.gov/pubmed/25002459
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2013-002481
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