A Bayesian Framework for Estimating Cell Type Composition from DNA Methylation Without the Need for Methylation Reference.
Elior RahmaniRegev SchweigerLiat ShenhavEleazar EskinEran HalperinPublished in: RECOMB (2017)
Keyphrases
- bayesian framework
- generative model
- posterior probability
- prior knowledge
- hyperparameters
- dna sequences
- posterior distribution
- probability density function
- bayesian model
- maximum a posteriori
- gaussian process
- human genome
- expectation maximization
- bayesian formulation
- cancer diagnosis
- gene regulation
- microarray technology
- prior distribution
- rigid body
- probabilistic model
- binding sites
- bayesian methods
- human body