A Comparative Analysis of Biomarker Selection Techniques

@inproceedings{Dess2013ACA,
  title={A Comparative Analysis of Biomarker Selection Techniques},
  author={Nicoletta Dess{\`i} and Emanuele Pascariello and Barbara Pes},
  booktitle={BioMed research international},
  year={2013}
}
Feature selection has become the essential step in biomarker discovery from high-dimensional genomics data. It is recognized that different feature selection techniques may result in different set of biomarkers, that is, different groups of genes highly correlated to a given pathological condition, but few direct comparisons exist which quantify these differences in a systematic way. In this paper, we propose a general methodology for comparing the outcomes of different selection techniques in… CONTINUE READING

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