Optimising parallel R correlation matrix calculations on gene expression data using MapReduce

BACKGROUND: High-throughput molecular profiling data has been used to improve clinical decision making by stratifying subjects based on their molecular profiles. Unsupervised clustering algorithms can be used for stratification purposes. However, the current speed of the clustering algorithms cannot...

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Detalles Bibliográficos
Autores principales: Wang, Shicai, Pandis, Ioannis, Johnson, David, Emam, Ibrahim, Guitton, Florian, Oehmichen, Axel, Guo, Yike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4246436/
https://www.ncbi.nlm.nih.gov/pubmed/25371114
http://dx.doi.org/10.1186/s12859-014-0351-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4246436/
https://www.ncbi.nlm.nih.gov/pubmed/25371114
http://dx.doi.org/10.1186/s12859-014-0351-9

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