GEMS: A system for automated cancer diagnosis and biomarker discovery from microarray gene expression data.
Alexander R. StatnikovIoannis TsamardinosYerbolat DosbayevConstantin F. AliferisPublished in: Int. J. Medical Informatics (2005)
Keyphrases
- cancer classification
- mass spectrometry data
- microarray gene expression data
- cancer diagnosis
- biomarker discovery
- gene selection
- microarray
- gene expression data
- random forest
- microarray data
- gene expression profiles
- feature selection
- gene expression
- high throughput
- microarray datasets
- dna microarray
- data sets
- experimental conditions
- support vector machine svm
- gene regulatory networks
- gene expression data sets
- decision trees
- machine learning