SignS: a parallelized, open-source, freely available, web-based tool for gene selection and molecular signatures for survival and censored data.
Ramón Díaz-UriartePublished in: BMC Bioinform. (2008)
Keyphrases
- gene selection
- open source
- survival prediction
- microarray data
- microarray
- map reduce
- cancer classification
- gene expression data
- microarray classification
- gene expression
- cancer diagnosis
- dna microarray
- tumor classification
- ovarian cancer
- gene expression data analysis
- gene expression profiles
- feature selection
- wilcoxon rank sum
- support vector machine svm
- drug discovery
- microarray data analysis
- feature ranking
- dna microarray data
- machine learning methods
- microarray datasets
- high dimensionality
- high throughput
- colon cancer
- database