Reducing the variability in cDNA microarray image processing by Bayesian inference.
Neil D. LawrenceMarta MiloMahesan NiranjanPenny RashbassStephan SoullierPublished in: Bioinform. (2004)
Keyphrases
- bayesian inference
- cdna microarray
- image processing
- noise reduction
- probabilistic model
- prior information
- microarray
- microarray images
- hyperparameters
- bayesian model
- statistical inference
- hidden variables
- denoising
- edge detection
- weighted model counting
- multiscale
- hierarchical bayesian
- variational bayes
- variational inference
- gibbs sampler
- gaussian process
- decision trees
- image denoising
- expectation propagation
- markov chain monte carlo
- image compression
- noise level
- particle filter