Mining gene-centric relationships from literature: the roles of gene mutation and gene expression in supporting drug discovery.
Luis TariJagruti PatelJan KüntzerYing LiZhengwei PengYuan WangLaura AguiarJames CaiPublished in: Int. J. Data Min. Bioinform. (2014)
Keyphrases
- gene expression
- microarray
- gene expression data
- drug discovery
- gene expression patterns
- gene regulation
- microarray data
- gene expression profiles
- gene expression analysis
- high throughput
- regulatory networks
- differentially expressed genes
- biological knowledge
- data mining
- systems biology
- biological networks
- gene selection
- biological processes
- microarray datasets
- knowledge discovery
- gene regulatory networks
- early stage
- dna microarray
- data sets
- text mining
- feature selection
- binding sites
- biomedical literature
- high dimensionality
- natural language processing
- drug design