Integrative disease classification based on cross-platform microarray data.
Chun-Chi LiuJianjun HuMrinal KalakrishnanHaiyan HuangXianghong Jasmine ZhouPublished in: BMC Bioinform. (2009)
Keyphrases
- microarray data
- ovarian cancer
- cross platform
- dna microarray
- microarray data analysis
- dna microarray data
- microarray
- gene expression microarray data
- cancer classification
- microarray datasets
- gene selection
- gene expression
- feature selection
- small number of samples
- differentially expressed genes
- gene expression profiles
- gene expression data
- gene sets
- gene expression analysis
- gene networks
- machine learning
- decision trees
- biological data
- support vector machine svm
- supervised learning
- support vector machine
- data sets
- feature extraction
- microarray analysis
- open source
- cancer diagnosis
- feature space
- gene clusters
- training samples
- pattern recognition
- cluster analysis
- case study
- high dimensionality
- business applications