Cancer driver gene discovery through an integrative genomics approach in a non-parametric Bayesian framework.
Hai YangQiang WeiXue ZhongHushan YangBingshan LiPublished in: Bioinform. (2017)
Keyphrases
- bayesian framework
- gaussian process
- gene selection
- probability density function
- microarray
- gene expression profiles
- high throughput
- hyperparameters
- cancer classification
- prior knowledge
- dna microarray
- generative model
- gene expression
- posterior distribution
- gaussian processes
- posterior probability
- microarray data
- cancer diagnosis
- bayesian formulation
- gene expression data
- maximum a posteriori
- expectation maximization
- systems biology
- bayesian model
- breast cancer
- biological data
- gene regulatory networks
- gene ontology
- text mining
- bayesian methods
- prior distribution
- support vector
- computer vision