Background adjustment of cDNA microarray images by Maximum Entropy distributions.
Christos ArgyropoulosAntonis DaskalakisGeorge NikiforidisGeorge SakellaropoulosPublished in: J. Biomed. Informatics (2010)
Keyphrases
- microarray images
- maximum entropy
- joint distribution
- microarray
- class conditional
- maximum entropy principle
- noise reduction
- high throughput
- markov models
- conditional random fields
- transformation based learning
- gene expression
- minimum cross entropy
- synthetic and real images
- random fields
- denoising
- probability distribution
- principle of maximum entropy
- microarray data
- spot detection
- image segmentation
- random variables
- maximum entropy model
- iterative scaling
- multi view
- graphical models
- kullback leibler divergence
- edge detection
- data sets