Classification of breast-tissue microarray spots using colour and local invariants.
Telmo AmaralStephen J. McKennaKatherine RobertsonAlastair M. ThompsonPublished in: ISBI (2008)
Keyphrases
- microarray
- microarray data analysis
- high dimensionality
- gene expression
- gene expression profiles
- microarray data
- gene expression analysis
- breast tissue
- cancer classification
- gene expression data
- microarray datasets
- dna microarray
- cancer diagnosis
- gene expression profiling
- gene selection
- microarray analysis
- feature extraction
- classification accuracy
- tissue classification
- gene expression microarray data
- machine learning
- cdna microarray
- microarray images
- feature selection
- decision trees
- pattern recognition
- breast cancer
- image processing
- support vector machine svm
- image classification
- feature space
- training set
- tissue samples
- multiscale
- feature vectors
- text classification
- support vector
- feature set
- bayesian networks
- model selection
- quantitative evaluation
- dimension reduction