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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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Detalhes bibliográficos
Main Authors: Li, Yifeng, Ngom, Alioune
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3854665/
https://ncbi.nlm.nih.gov/pubmed/24565287
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-7-S4-S6
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