Using the GEMS System for Cancer Diagnosis and Biomarker Discovery from Microarray Gene Expression Data.
Alexander R. StatnikovIoannis TsamardinosConstantin F. AliferisPublished in: AAAI (2005)
Keyphrases
- microarray gene expression data
- cancer classification
- mass spectrometry data
- cancer diagnosis
- biomarker discovery
- gene selection
- microarray
- gene expression data
- random forest
- microarray data
- feature selection
- gene expression profiles
- high throughput
- gene expression
- dna microarray
- experimental conditions
- microarray datasets
- data sets
- decision trees
- feature set
- early detection
- gene ontology
- high dimensional data
- nearest neighbor
- high dimensional
- data analysis