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Chapter and Conference Paper
Statistical Assessment of MSigDB Gene Sets in Colon Cancer
Gene expression profiling offers a great opportunity for understanding the key role of genes in alterations which drive a normal cell to a cancer state. A deep understanding of the mechanisms of tumorigenesis ...
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Chapter and Conference Paper
SVD Based Feature Selection and Sample Classification of Proteomic Data
Feature selection becomes a central task when ’signature’ profiles specific to a pathological status have to be extracted from high dimensional gene expression or proteomic data. In the present paper, we propo...
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Chapter and Conference Paper
Prediction of Crohn’s Disease by Profiles of Single Nucleotide Polymorphisms
This paper focuses on the comparison of two different approaches to the analysis of Single Nucleotide Polymorphism (SNP) profiles data regarding Crohn’s Disease; the first one is based on a single SNP analysis...