Feature specific quantile normalization enables cross-platform classification of molecular subtypes using gene expression data.
Jennifer M. FranksGuoshuai CaiMichael L. WhitfieldPublished in: Bioinform. (2018)
Keyphrases
- gene expression data
- cancer diagnosis
- gene expression profiles
- microarray datasets
- cross platform
- analysis of gene expression data
- microarray
- high dimensionality
- gene expression
- cancer classification
- gene expression analysis
- colon cancer
- dna microarray data
- microarray data
- gene selection
- feature selection
- feature vectors
- dna microarray
- tumor classification
- pattern recognition
- feature set
- gene expression datasets
- feature extraction
- gene expression data analysis
- data sets
- feature space
- feature ranking
- high dimensional
- decision trees
- software package
- machine learning
- gene expression profiling
- gene expression data sets
- support vector machine svm
- open source
- tissue samples
- gene regulatory networks
- support vector machine