Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images.
Navid Alemi KoohbananiMostafa JahanifarNeda Zamani TajeddinAli GooyaNasir M. RajpootPublished in: CoRR (2018)
Keyphrases
- transfer learning
- dermoscopy images
- automated detection
- computer aided diagnosis
- cross domain learning
- test set
- malignant melanoma
- automated analysis
- knowledge transfer
- cross domain
- pigmented skin lesions
- early diagnosis
- labeled data
- early stage
- machine learning
- domain adaptation
- transfer knowledge
- computer aided
- text categorization
- text classification
- reinforcement learning
- active learning
- machine learning algorithms
- semi supervised learning
- learning algorithm
- medical images
- early detection
- image segmentation
- medical imaging
- skin lesion
- collaborative filtering
- text mining
- orientation estimation
- similarity measure
- imaging modalities
- target domain