DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes.
Anwar KhanBoreom LeePublished in: Expert Syst. Appl. (2023)
Keyphrases
- gene expression
- gene expression profiles
- colon cancer
- cancer diagnosis
- microarray
- dna microarray
- gene expression data
- microarray datasets
- cancer classification
- gene selection
- microarray data
- survival prediction
- gene expression microarray data
- gene expression data sets
- gene expression data analysis
- gene expression datasets
- biological processes
- microarray gene
- feature selection
- gene expression patterns
- gene expression analysis
- regulatory networks
- gene regulation
- ovarian cancer
- tissue samples
- high throughput
- clustering analysis
- lung cancer
- microarray data analysis
- microarray technology
- high dimensionality
- feature extraction
- analysis of gene expression
- functional genomics
- genomic data
- binding sites
- differentially expressed genes
- molecular biology
- support vector machine
- biological networks
- data sets