Causal Gene Selection Using Marginal Independencies.
Borzou AlipourfardJean GaoPublished in: BIBM (2020)
Keyphrases
- gene selection
- causal graph
- microarray data
- microarray
- directed acyclic graph
- cancer classification
- conditional independence
- gene expression data
- causal models
- bayesian networks
- feature selection
- probability distribution
- gene expression
- cancer diagnosis
- dna microarray
- microarray classification
- dna microarray data
- gene expression profiles
- cancer detection
- microarray datasets
- survival prediction
- tumor classification
- wilcoxon rank sum
- microarray data analysis
- biologically relevant
- support vector machine svm
- support vector machine
- high throughput
- gene sets
- gene ontology
- ovarian cancer
- clustering method