SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.
Shuo WangYuanning LiuHao ZhangZhen LiuPublished in: BMC Bioinform. (2024)
Keyphrases
- survival prediction
- gene expression
- gene expression patterns
- gene selection
- microarray
- lung cancer
- gene expression pattern images
- gene expression profiles
- gene expression data
- microarray data
- dna microarray
- gene expression data analysis
- gene interactions
- gene regulation
- binding sites
- gene expression data sets
- colon cancer
- regulatory networks
- biological processes
- cancer classification
- data mining
- early detection
- transcription factors
- statistical significance
- high throughput
- analysis of gene expression
- similarity measure
- gene expression microarray data
- feature selection