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Pathway activity inference for multiclass disease classification through a mathematical programming optimisation framework
BACKGROUND: Applying machine learning methods on microarray gene expression profiles for disease classification problems is a popular method to derive biomarkers, i.e. sets of genes that can predict disease state or outcome. Traditional approaches where expression of genes were treated independently...
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| Publicado no: | BMC Bioinformatics |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2014
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4269079/ https://ncbi.nlm.nih.gov/pubmed/25475756 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-014-0390-2 |
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