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Sample phenotype clusters in high-density oligonucleotide microarray data sets are revealed using Isomap, a nonlinear algorithm

BACKGROUND: Life processes are determined by the organism's genetic profile and multiple environmental variables. However the interaction between these factors is inherently non-linear [1]. Microarray data is one representation of the nonlinear interactions among genes and genes and environment...

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Detalles Bibliográficos
Autores principales: Dawson, Kevin, Rodriguez, Raymond L, Malyj, Wasyl
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1189082/
https://www.ncbi.nlm.nih.gov/pubmed/16076401
http://dx.doi.org/10.1186/1471-2105-6-195