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Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene- and Protein-Expression Studies

The recent explosion in procurement and availability of high-dimensional gene- and protein-expression profile datasets for cancer diagnostics has necessitated the development of sophisticated machine learning tools with which to analyze them. While some investigators are focused on identifying infor...

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Autori principali: Lee, George, Rodriguez, Carlos, Madabhushi, Anant
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2008
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC2562675/
https://ncbi.nlm.nih.gov/pubmed/18670041
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCBB.2008.36
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