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Sparse representation approaches for the classification of high-dimensional biological data

BACKGROUND: High-throughput genomic and proteomic data have important applications in medicine including prevention, diagnosis, treatment, and prognosis of diseases, and molecular biology, for example pathway identification. Many of such applications can be formulated to classification and dimension...

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Detalles Bibliográficos
Autores principales: Li, Yifeng, Ngom, Alioune
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3854665/
https://www.ncbi.nlm.nih.gov/pubmed/24565287
http://dx.doi.org/10.1186/1752-0509-7-S4-S6