Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models.
Elif Baykal KablanSelen AyasPublished in: Signal Image Video Process. (2024)
Keyphrases
- skin lesion
- ensemble learning
- malignant melanoma
- dermoscopy images
- generalization ability
- digital image processing
- skin cancer
- text classification
- diagnostic systems
- concept drift
- ensemble methods
- computer aided
- classification accuracy
- machine learning methods
- support vector machine
- pattern recognition
- feature extraction
- pigmented skin lesions
- automated analysis
- feature selection
- extracted features
- base classifiers
- machine learning algorithms
- support vector machine svm
- digital images
- pairwise
- image segmentation
- decision trees