Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation.
Alex FooWynne HsuMong-Li LeeGilbert LimTien Yin WongPublished in: AAAI (2020)
Keyphrases
- multi task learning
- diabetic retinopathy
- lesion segmentation
- automatic detection
- retinal images
- early detection
- multi task
- multiple sclerosis
- learning tasks
- optic disc
- gaussian processes
- medical experts
- high order
- magnetic resonance images
- skin lesion
- learning problems
- theoretical analysis
- blood vessels
- transfer learning
- learning algorithm
- mr images
- learning models
- white matter
- breast cancer
- clinical trials
- medical images
- decision trees
- graph cuts
- input image
- multiscale
- image processing
- machine learning