Candidate gene prioritization by network analysis of differential expression using machine learning approaches.
Daniela NitschJoana P. GonçalvesFabian OjedaBart De MoorYves MoreauPublished in: BMC Bioinform. (2010)
Keyphrases
- machine learning approaches
- network analysis
- differential expression
- gene expression
- genome wide
- statistical significance
- microarray
- social network analysis
- complex networks
- high throughput
- machine learning methods
- text mining
- machine learning
- gene sets
- network structure
- gene expression data
- machine learning algorithms
- link prediction
- community detection
- transcription factors
- microarray data
- biological processes
- data mining methods
- biomedical literature
- graph theory
- biological networks
- gene selection
- statistically significant
- gene ontology
- binding sites
- statistical tests
- feature selection