Similarity network fusion for aggregating data types on a genomic scale
Author:
Publisher
Springer Science and Business Media LLC
Subject
Cell Biology,Molecular Biology,Biochemistry,Biotechnology
Link
http://www.nature.com/articles/nmeth.2810.pdf
Reference26 articles.
1. Monti, S., Tamayo, P., Mesirov, J. & Golub, T. Consensus clustering: a resampling-based method for class discovery and visualization of gene expression microarray data. Mach. Learn. 52, 91–118 (2003).
2. Verhaak, R.G.W. et al. Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. Cancer Cell 17, 98–110 (2010).
3. Cancer Genome Atlas Network. Comprehensive molecular portraits of human breast tumours. Nature 490, 61–70 (2012).
4. Kirk, P., Griffin, J.E., Savage, R.S., Ghahramani, Z. & Wild, D.L. Bayesian correlated clustering to integrate multiple datasets. Bioinformatics 28, 3290–3297 (2012).
5. Cancer Genome Atlas Research Network. Comprehensive genomic characterization of squamous cell lung cancers. Nature 489, 519–525 (2012).
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