Assessment of Segmentation Impact on Melanoma Classification Using Convolutional Neural Networks.
Qikang DengJose Cruz Castelo BeltranDohoon LeePublished in: J. Comput. Sci. Eng. (2021)
Keyphrases
- convolutional neural networks
- pigmented skin lesions
- pattern recognition
- skin lesion
- image classification
- decision trees
- statistical classification
- automatic classification
- image analysis
- machine learning
- features extraction
- pixel classification
- classification algorithm
- segmentation method
- level set
- support vector
- image segmentation
- supervised learning
- classification accuracy
- segmentation algorithm
- feature vectors
- feature extraction
- feature extraction and classification
- text classification
- feature space
- region growing
- multiscale
- lung nodules
- malignant melanoma
- maximum likelihood criterion
- extracted features
- support vector machine svm
- support vector machine
- training set
- image processing