Improvement of cancer subtype prediction by incorporating transcriptome expression data and heterogeneous biological networks

Improvement of cancer subtype prediction by incorporating transcriptome expression data and heterogeneous biological networks

Abstract Background Identification of cancer subtypes is of great importance to facilitate cancer diagnosis and therapy. A number of methods have been proposed to integrate multi-sources data to identify cancer subtypes in recent years. However, few of them consider the regulatory associations betwe...

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Bibliographic Details
Main Authors: Yang Guo, Yang Qi, Zhanhuai Li, Xuequn Shang
Format: Article
Language:English
Published: BMC 2018-12-01
Series:BMC Medical Genomics
Subjects:
Cancer subtypes
Data integration
Biological network
Online Access:http://link.springer.com/article/10.1186/s12920-018-0435-x

Internet

http://link.springer.com/article/10.1186/s12920-018-0435-x

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