Effective Quantification of Gene Expression Levels in Microarray Images Using a Spot-Adaptive Compound Clustering-Enhancement-Segmentation Scheme.
Antonis DaskalakisDionisis A. CavourasPanagiotis BougioukosSpiros KostopoulosPantelis GeorgiadisIoannis KalatzisGeorge C. KagadisGeorge NikiforidisPublished in: ICCSA (3) (2007)
Keyphrases
- microarray images
- microarray
- microarray data analysis
- gene expression levels
- segmentation scheme
- clustering algorithm
- high throughput
- clustering method
- image processing
- k means
- gene expression
- spot detection
- machine learning
- gene expression profiles
- noise reduction
- gene expression data
- high dimensionality
- cluster analysis
- gene ontology
- data collection
- multiresolution