Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development.
Alexander R. StatnikovConstantin F. AliferisIoannis TsamardinosPublished in: MedInfo (2004)
Keyphrases
- cancer diagnosis
- gene expression data
- decision support system
- comprehensive evaluation
- microarray
- dna microarray data
- cancer classification
- decision makers
- gene expression profiles
- decision making
- gene expression
- colon cancer
- gene selection
- dna microarray
- multi category
- high dimensional data
- tissue samples
- microarray data
- microarray datasets
- lung cancer
- risk management
- machine learning methods
- principal component analysis
- case based reasoning
- neural network
- cell nuclei
- feature vectors
- high dimensional
- decision trees
- real world