Causal Modeling Using Network Ensemble Simulations of Genetic and Gene Expression Data Predicts Genes Involved in Rheumatoid Arthritis.
Heming XingPaul D. McDonaghJadwiga R. BienkowskaTanya CashoraliKarl RungeRobert E. MillerDave DeCaprioBruce ChurchRonenn RoubenoffIya G. KhalilJohn CarulliPublished in: PLoS Comput. Biol. (2011)
Keyphrases
- gene expression data
- gene expression
- rheumatoid arthritis
- microarray
- gene networks
- microarray gene expression data
- microarray data
- gene regulatory networks
- gene selection
- feature selection
- gene expression datasets
- dna microarray
- gene expression profiles
- gene expression profiling
- gene expression analysis
- gene regulation
- data sets
- clustering gene expression data
- network model
- regulatory networks
- biological knowledge
- analysis of gene expression data
- cancer classification
- cancer diagnosis
- microarray datasets
- yeast cell cycle
- high dimensionality
- high dimensional
- gene expression patterns
- informative genes
- gene expression data analysis
- gene expression data sets
- dna microarray data
- genomic data
- complex networks
- microarray data analysis
- training set
- analysis of gene expression
- feature space
- protein interaction data
- biological information
- protein sequences
- high dimensional data