Hybrid clustering for microarray image analysis combining intensity and shape features.
Jörg RahnenführerDaniel BozinovPublished in: BMC Bioinform. (2004)
Keyphrases
- microarray
- shape features
- image analysis
- microarray data analysis
- gene expression profiles
- high dimensionality
- gene expression analysis
- clustering analysis
- gene expression
- high throughput
- gene expression data
- microarray data
- cdna microarray
- gene expression data analysis
- shape descriptors
- shape matching
- experimental conditions
- yeast cell cycle
- gene selection
- clustering algorithm
- clustering method
- gene ontology
- feature vectors
- gene networks
- gene expression profiling
- texture features
- image processing
- high dimensional data
- computer vision
- k means
- gene expression data sets
- microarray datasets
- dna microarray
- microarray images
- pairwise
- image segmentation
- biclustering algorithms
- machine learning
- three dimensional
- gene regulatory networks
- multiscale
- pattern recognition
- high dimensional
- deformable models
- data points