Lesion Attributes Segmentation for Melanoma Detection with Multi-Task U-Net.
Eric Z. ChenXu DongXiaoxiao LiHongda JiangRuichen RongJunyan WuPublished in: ISBI (2019)
Keyphrases
- multi task
- dermoscopy images
- pigmented skin lesions
- automated detection
- lesion segmentation
- multi task learning
- skin lesion
- learning tasks
- multiple tasks
- image segmentation
- segmentation method
- multi class
- computer aided diagnosis
- sparse learning
- multitask learning
- gaussian processes
- level set
- feature selection
- learning problems
- skin cancer
- medical images
- early detection
- machine learning
- transfer learning
- decision trees
- malignant melanoma