An Ontology for Carcinoma Classification for Clinical Bioinformatics.
Anand KumarYum Lina YipBarry SmithDirk MarwedeDaniel NovotnýPublished in: MIE (2005)
Keyphrases
- machine learning
- classification accuracy
- pattern recognition
- lung disease
- pattern classification
- automatic classification
- support vector
- classification method
- preprocessing
- bladder cancer
- classification models
- classification algorithm
- class labels
- support vector machine svm
- training set
- support vector machine
- image classification
- data sets
- clinical practice
- classification scheme
- gene expression analysis
- svm classifier
- data analysis
- decision trees
- fold cross validation
- computer aided diagnosis systems
- training samples
- classification rules
- machine learning algorithms
- model selection
- knowledge representation
- domain knowledge
- feature extraction
- feature selection
- neural network