Transfer Learning for Melanoma Detection: Participation in ISIC 2017 Skin Lesion Classification Challenge.
Dennis H. MurphreeChe NguforPublished in: CoRR (2017)
Keyphrases
- skin lesion
- transfer learning
- malignant melanoma
- dermoscopy images
- skin cancer
- text classification
- machine learning
- early detection
- learning tasks
- knowledge transfer
- labeled data
- computer aided
- machine learning algorithms
- digital image processing
- cross domain learning
- domain adaptation
- pigmented skin lesions
- cross domain
- pattern recognition
- feature selection
- decision trees
- multi task
- early diagnosis
- transfer knowledge
- active learning
- extracted features
- data mining
- text categorization
- semi supervised learning
- unsupervised learning
- text mining
- learning algorithm
- class labels
- unlabeled data
- target domain
- computer aided diagnosis
- collaborative filtering
- supervised learning
- support vector
- reinforcement learning
- feature extraction
- data sets