MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity Prediction.
Chao FengJui Po HungAishan LiJieping YangXinyu ZhangPublished in: CoRR (2022)
Keyphrases
- multi task
- neural network
- diabetic retinopathy
- multi task learning
- learning tasks
- medical experts
- multiple tasks
- gaussian processes
- learning problems
- multi class
- feature selection
- transfer learning
- sparse learning
- medical domain
- retinal images
- blood vessels
- clinical practice
- machine learning
- early detection
- automatic detection
- competitive learning
- clinical data
- self organizing maps
- optic disc
- vessel segmentation
- pairwise
- decision trees