Non-linear Bayesian framework to determine the transcriptional effects of cancer-associated genomic aberrations.
Abolfazl RaziNilanjana BanerjeeNevenka DimitrovaVinay VaradanPublished in: EMBC (2015)
Keyphrases
- bayesian framework
- copy number
- generative model
- prior knowledge
- hyperparameters
- bayesian model
- cell lines
- posterior probability
- gaussian process
- probability density function
- noise level
- bayesian formulation
- maximum a posteriori
- expectation maximization
- bayesian methods
- posterior distribution
- cell cycle
- prior distribution
- sequence data
- high throughput
- dna copy number
- image processing