Som-Based Class Discovery Exploring the ICA-Reduced Features of Microarray Expression Profiles

Gene expression datasets are large and complex, having many variables and unknown internal structure. We apply independent component analysis (ICA) to derive a less redundant representation of the expression data. The decomposition produces components with minimal statistical dependence and reveals...

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Detalles Bibliográficos
Autores principales: Dragomir, Andrei, Mavroudi, Seferina, Bezerianos, Anastasios
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2004
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2447468/
https://www.ncbi.nlm.nih.gov/pubmed/18629176
http://dx.doi.org/10.1002/cfg.444

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2447468/
https://www.ncbi.nlm.nih.gov/pubmed/18629176
http://dx.doi.org/10.1002/cfg.444

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