Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images.
Noel C. F. CodellaQuoc-Bao NguyenSharath PankantiDavid A. GutmanBrian HelbaAllan HalpernJohn R. SmithPublished in: CoRR (2016)
Keyphrases
- deep learning
- dermoscopy images
- automated detection
- unsupervised learning
- test set
- pigmented skin lesions
- computer aided diagnosis
- unsupervised feature learning
- malignant melanoma
- machine learning
- automated analysis
- object recognition
- early diagnosis
- feature extraction
- pattern recognition
- skin lesion
- decision trees
- mental models
- early detection
- early stage
- skin cancer
- computer aided
- error rate
- low contrast
- orientation estimation
- region of interest
- medical images
- reinforcement learning