Deep learning ensembles for melanoma recognition in dermoscopy images.
Noel C. F. CodellaQuoc-Bao NguyenSharath PankantiDavid A. GutmanBrian HelbaAlan HalpernJohn R. SmithPublished in: IBM J. Res. Dev. (2017)
Keyphrases
- deep learning
- dermoscopy images
- unsupervised learning
- automated detection
- test set
- pigmented skin lesions
- malignant melanoma
- computer aided diagnosis
- object recognition
- machine learning
- unsupervised feature learning
- automated analysis
- feature extraction
- pattern recognition
- early stage
- early diagnosis
- decision trees
- mental models
- early detection
- skin lesion
- data sets
- low contrast
- computer aided
- weakly supervised
- lung cancer
- training set
- image processing