Revisiting Skin Tone Fairness in Dermatological Lesion Classification.
Thorsten KalbKaisar KushibarCelia CintasKarim LekadirOliver DíazRichard OsualaPublished in: CLIP/FAIMI/EPIMI@MICCAI (2023)
Keyphrases
- skin lesion
- pigmented skin lesions
- skin cancer
- preprocessing
- classification method
- feature selection
- classification scheme
- support vector
- pattern recognition
- feature space
- classification accuracy
- pattern classification
- class labels
- machine learning
- text classification
- malignant melanoma
- benchmark datasets
- early detection
- classification rules
- classification algorithm
- support vector machine svm
- model selection
- image classification
- feature extraction
- resource allocation
- data sets
- digital image processing
- automatic classification
- skin color
- supervised learning
- training set
- neural network