Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification.
Peter J. BevanAmir Atapour-AbarghoueiPublished in: ICML (2022)
Keyphrases
- pattern recognition
- skin lesion
- decision trees
- classification accuracy
- classification algorithm
- feature space
- support vector machine
- feature extraction
- feature vectors
- skin cancer
- support vector
- automatic classification
- context aware
- neural network
- classification scheme
- context sensitive
- contextual information
- text classification
- supervised learning
- support vector machine svm
- machine learning algorithms
- model selection
- classification method
- pattern classification
- classification models
- training data
- deep learning
- learning algorithm
- data sets
- belief nets
- malignant melanoma