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Distance-based classifiers as potential diagnostic and prediction tools for human diseases
Typically, gene expression biomarkers are being discovered in course of high-throughput experiments, for example, RNAseq or microarray profiling. Analytic pipelines that extract so-called signatures suffer from the "Dimensionality curse": the number of genes expressed exceeds the number of...
Autores principales: | Veytsman, Boris, Wang, Lei, Cui, Tiange, Bruskin, Sergey, Baranova, Ancha |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4303935/ https://www.ncbi.nlm.nih.gov/pubmed/25563076 http://dx.doi.org/10.1186/1471-2164-15-S12-S10 |
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