A new preprocessing approach to improve the performance of CNN-based skin lesion classification.
Hadi ZanddizariNam NguyenBehnam ZeinaliJ. Morris ChangPublished in: Medical Biol. Eng. Comput. (2021)
Keyphrases
- preprocessing
- skin lesion
- feature extraction
- classification accuracy
- preprocessing phase
- support vector machine
- convolutional neural network
- machine learning
- malignant melanoma
- decision rules
- pattern recognition
- text classification
- support vector
- computer aided
- decision trees
- image processing
- feature selection
- computer vision
- training set
- feature space
- early stage
- digital image processing
- preprocessing stage
- skin cancer