IntLIM: integration using linear models of metabolomics and gene expression data.
Jalal K. SiddiquiElizabeth BaskinMingrui LiuCarmen Z. Cantemir-StoneBofei ZhangRussell BonnevilleJoseph P. McElroyKevin R. CoombesEwy A. MathéPublished in: BMC Bioinform. (2018)
Keyphrases
- gene expression data
- linear models
- microarray
- gene expression
- microarray data
- linear model
- variable selection
- gene expression data analysis
- linear regression
- gene expression analysis
- data sets
- analysis of gene expression data
- high dimensionality
- gene expression profiling
- gene selection
- high dimensional
- high dimensional data
- gaussian processes
- gene regulatory networks
- gene expression profiles
- data integration
- feature selection
- dna microarray
- dimension reduction
- high throughput
- machine learning
- feature extraction
- image processing