An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection.
Ezzeddine ZagroubaWalid BarhoumiPublished in: J. Comput. Inf. Technol. (2005)
Keyphrases
- feature selection
- feature subset
- skin cancer
- early diagnosis
- subset selection
- early detection
- skin lesion
- malignant melanoma
- medical diagnosis
- pigmented skin lesions
- model based diagnosis
- classification accuracy
- mutual information
- text classification
- text categorization
- fault diagnosis
- redundant features
- feature selection algorithms
- machine learning
- feature extraction
- support vector
- causal reasoning
- small sample
- irrelevant features
- model based reasoning
- diagnostic reasoning
- image analysis
- support vector machine
- medical diagnostic
- high dimensionality
- computer aided
- naive bayes
- multiple faults
- small number of samples
- information gain
- unsupervised feature selection
- discriminative features
- data sets
- microarray data
- medical images
- feature set
- feature space
- neural network