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Biomarker signature identification in “omics” data with multi-class outcome

Biomarker signature identification in “omics” data is a complex challenge that requires specialized feature selection algorithms. The objective of these algorithms is to select the smallest set(s) of molecular quantities that are able to predict a given outcome (target) with maximal predictive perfo...

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Detalles Bibliográficos
Autores principales: Lagani, Vincenzo, Kortas, George, Tsamardinos, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology (RNCSB) Organization 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3962136/
https://www.ncbi.nlm.nih.gov/pubmed/24688712
http://dx.doi.org/10.5936/csbj.201303004