Routes to identify marker genes for microarray classification.
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.
Schachtner
R
R
Institute for Biophysics, Computational Intelligence Group, University of Regensburg, D-93040 Regensburg, Germany.
Lutter
D
D
Stadlthanner
K
K
Lang
E W
EW
Schmitz
G
G
Tomé
A M
AM
Vilda
P Gómez
PG
D000818:Animals; D003198:Computer Simulation; D030541:Databases, Genetic; D020869:Gene Expression Profiling / Q000379:methods*; D005786:Gene Expression Regulation; D006801:Humans; D020411:Oligonucleotide Array Sequence Analysis / Q000379:methods*; D012680:Sensitivity and Specificity; D012984:Software