Prediction of gene-based drug indications using compendia of public gene expression data and PubMed abstracts.
Ala QabajaTamer N. JaradaAbdallah M. ElSheikhReda AlhajjPublished in: J. Bioinform. Comput. Biol. (2014)
Keyphrases
- gene expression data
- gene expression
- microarray
- biomedical literature
- gene ontology
- gene ontology terms
- microarray data
- gene regulatory networks
- gene expression datasets
- gene expression analysis
- drug design
- gene expression data sets
- high dimensionality
- data sets
- regulatory networks
- gene networks
- gene selection
- feature selection
- dna microarray
- gene expression profiles
- functional genomics
- microarray gene expression data
- gene regulation
- gene expression data analysis
- protein interaction
- dna microarray data
- gene expression levels
- cancer classification
- microarray datasets
- cancer diagnosis
- gene expression profiling
- informative genes
- high dimensional
- yeast cell cycle
- gene expression patterns
- text mining
- genomic data
- high dimensional data
- microarray data analysis
- high throughput
- gene clusters
- biological knowledge
- dimensionality reduction
- analysis of gene expression data
- nearest neighbor
- information extraction
- machine learning