Gene network modular-based classification of microarray samples.
Pingzhao HuShelley B. BullHui JiangPublished in: BMC Bioinform. (2012)
Keyphrases
- microarray
- gene networks
- gene expression datasets
- microarray datasets
- gene expression data
- dna microarray
- high dimensionality
- gene expression
- microarray data
- gene expression profiles
- high throughput
- tissue samples
- cancer classification
- microarray data analysis
- gene expression analysis
- gene selection
- experimental conditions
- clustering analysis
- gene ontology
- cancer diagnosis
- molecular biology
- microarray analysis
- gene regulatory networks
- training set
- machine learning
- feature extraction
- reverse engineering
- feature space
- feature selection
- systems biology
- machine learning methods
- support vector machine svm
- statistical analysis
- model selection
- co occurrence
- support vector machine
- data sets