Network-based de-noising improves prediction from microarray data.
Tsuyoshi KatoYukio MurataKoh MiuraKiyoshi AsaiPaul HortonKoji TsudaWataru FujibuchiPublished in: BMC Bioinform. (2006)
Keyphrases
- microarray data
- denoising
- microarray
- gene expression
- gene selection
- feature selection
- data sets
- microarray classification
- prediction accuracy
- gene expression data
- high dimensional
- cluster analysis
- differentially expressed genes
- microarray data analysis
- biological data
- meta analysis
- microarray gene expression data
- dna microarray data
- biologically relevant
- cancer classification
- gene networks
- gene expression profiles
- small number of samples
- biologically meaningful
- gene expression patterns
- dna microarray
- face recognition
- analysis of gene expression