EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation.
Haolin YuanArmin HadzicWilliam PaulDaniella Villegas de FloresPhilip MathewJohn N. AucottYinzhi CaoPhilippe BurlinaPublished in: CoRR (2022)
Keyphrases
- classification accuracy
- pattern recognition
- multiscale
- support vector machine
- decision trees
- segmentation algorithm
- level set
- feature selection
- pigmented skin lesions
- statistical classification
- disease diagnosis
- skin lesion
- features extraction
- pixel classification
- image segmentation
- medical images
- training set
- machine learning
- feature space
- shape prior
- region growing
- classification method
- classification algorithm
- support vector machine svm
- segmentation method
- feature vectors
- fully unsupervised
- skin detection
- support vector
- brain mri
- feature extraction
- skin cancer
- model selection
- edge detection