Nonparametric Bayesian inference for perturbed and orthologous gene regulatory networks.
Christopher A. PenfoldVicky Buchanan-WollastonKatherine J. DenbyDavid L. WildPublished in: Bioinform. (2012)
Keyphrases
- gene regulatory networks
- bayesian inference
- hierarchical bayesian
- probabilistic model
- prior information
- systems biology
- hyperparameters
- gene regulation
- particle filter
- markov networks
- hidden variables
- dna sequences
- markov chain monte carlo
- biological data
- binding sites
- software engineering
- transcription factor binding sites
- image segmentation