Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction.
Hossein Sharifi-NoghabiParsa Alamzadeh HarjandiOlga I. ZolotarevaColin C. CollinsMartin EsterPublished in: Nat. Mach. Intell. (2021)
Keyphrases
- gene expression data
- gene expression
- microarray
- microarray data
- prediction accuracy
- feature selection
- gene expression analysis
- analysis of gene expression data
- gene regulatory networks
- gene expression data analysis
- gene selection
- data sets
- high dimensionality
- microarray gene expression data
- gene expression profiles
- high dimensional
- gene networks
- drug design
- gene expression datasets
- machine learning
- dna microarray data
- cancer diagnosis
- gene expression profiling
- cancer classification
- high dimensional data
- gene expression data sets
- tumor classification
- gene expression levels
- yeast cell cycle
- regulatory networks
- protein interaction
- biological information
- high throughput
- dna microarray
- drug discovery
- experimental conditions
- biological networks
- reverse engineering
- low dimensional