The effect of microarray image compression on expression-based classification.
Qian XuJianping HuaZixiang XiongMichael L. BittnerEdward R. DoughertyPublished in: Signal Image Video Process. (2009)
Keyphrases
- microarray
- acute leukemia
- image compression
- gene expression
- high dimensionality
- cancer classification
- gene expression profiles
- microarray data analysis
- gene expression data
- microarray data
- high throughput
- dna microarray
- expression profiles
- microarray datasets
- colon cancer
- gene selection
- gene expression levels
- microarray analysis
- gene expression analysis
- clustering analysis
- gene expression microarray data
- gene expression datasets
- microarray expression data
- cancer diagnosis
- selected genes
- differential expression
- gene expression profiling
- gene ontology
- experimental conditions
- dna microarray data
- ovarian cancer
- gene networks
- molecular biology
- classification accuracy
- gene sets
- gene expression data sets
- tissue samples
- regulatory networks
- feature selection
- feature vectors
- decision trees
- feature space
- machine learning methods
- model selection
- wavelet transform
- microarray images
- support vector machine
- differentially expressed genes
- fold cross validation
- genome wide
- high dimensional
- multiresolution