Routes to identify marker genes for microarray classification

R Schachtner; D Lutter; K Stadlthanner; E W Lang; G Schmitz; A M Tomé; P Gómez Vilda

doi:10.1109/IEMBS.2007.4353368

Routes to identify marker genes for microarray classification

Annu Int Conf IEEE Eng Med Biol Soc. 2007:2007:4617-20. doi: 10.1109/IEMBS.2007.4353368.

Authors

R Schachtner¹, D Lutter, K Stadlthanner, E W Lang, G Schmitz, A M Tomé, P Gómez Vilda

Affiliation

¹ Institute for Biophysics, Computational Intelligence Group, University of Regensburg, D-93040 Regensburg, Germany.

PMID: 18003034
DOI: 10.1109/IEMBS.2007.4353368

Abstract

Support vector machines are applied to extract marker genes from various microarray data sets: Breast Cancer, Leukemia and Monocyte - Macrophage Differentiation to ease classification of related pathologies or characterize related gene regulation pathways.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Animals
Computer Simulation
Databases, Genetic
Gene Expression Profiling / methods*
Gene Expression Regulation*
Humans
Oligonucleotide Array Sequence Analysis / methods*
Sensitivity and Specificity
Software*