New approach for automatic recognition of melanoma in profilometry: optimized feature selection using genetic algorithms.
Heinz HandelsThomas RoßJürgen KreuschHelmut H. WolffSiegfried J. PöpplPublished in: Medical Imaging: Image Processing (1998)
Keyphrases
- automatic recognition
- feature selection
- text categorization
- genetic algorithm
- feature extraction
- feature selection algorithms
- machine learning
- support vector machine
- mutual information
- text classification
- model selection
- classification accuracy
- medical images
- multi class
- feature space
- support vector
- character segmentation
- dimensionality reduction
- computer aided
- high dimensionality
- microarray data
- machine vision
- feature subset
- method for feature selection