Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs.
Emma RocheteauDoyoon KimPublished in: CoRR (2020)
Keyphrases
- transfer learning
- skin lesion
- skin cancer
- malignant melanoma
- automated segmentation
- computer aided
- diagnostic systems
- early detection
- early diagnosis
- learning tasks
- knowledge transfer
- active learning
- reinforcement learning
- labeled data
- machine learning
- semi supervised learning
- digital image processing
- cross domain
- pigmented skin lesions
- multi task
- machine learning algorithms
- text classification
- domain adaptation
- neural network
- unlabeled data
- target domain
- collaborative filtering
- text mining
- dermoscopy images
- semi supervised
- high dimensional
- pairwise
- training data
- transfer knowledge
- image processing
- e learning
- transferring knowledge
- text categorization