Gene-Expression-Based Cancer Subtypes Prediction Through Feature Selection and Transductive SVM.
Ujjwal MaulikAnirban MukhopadhyayDebasis ChakrabortyPublished in: IEEE Trans. Biomed. Eng. (2013)
Keyphrases
- gene expression
- gene expression profiles
- gene expression data sets
- gene selection
- gene expression data
- microarray datasets
- dna microarray
- microarray
- cancer diagnosis
- feature selection
- microarray data
- cancer classification
- colon cancer
- gene expression microarray data
- gene expression data analysis
- gene expression patterns
- protein interaction
- biological processes
- high dimensionality
- survival prediction
- breast cancer
- binding sites
- gene ontology
- differential expression
- genomic data
- gene expression analysis
- high throughput
- analysis of gene expression
- high dimensional
- experimental conditions
- data sets
- support vector
- machine learning
- feature ranking
- text classification
- text mining