Data augmentation using MG-GAN for improved cancer classification on gene expression data.
Poonam ChaudhariHimanshu AgrawalKetan KotechaPublished in: Soft Comput. (2020)
Keyphrases
- gene expression data
- cancer classification
- data sets
- microarray
- gene expression
- high dimensional data
- cancer datasets
- gene expression profiles
- experimental conditions
- microarray data
- gene selection
- gene expression datasets
- gene expression profiling
- database
- dna microarray
- high dimensionality
- colon cancer
- training data
- data analysis
- input data
- cancer diagnosis
- data points
- dimensionality reduction
- gene regulatory networks
- microarray datasets
- gene expression analysis
- clustering analysis
- gene expression data sets
- decision trees
- random forest
- analysis of gene expression