Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina.
Jan KukackaAnja ZenzMarcel KolloviehDominik JüstelVasilis NtziachristosPublished in: CoRR (2021)
Keyphrases
- active learning
- reinforcement learning
- prior knowledge
- supervised learning
- unsupervised learning
- learning algorithm
- learning systems
- medical images
- learning tasks
- multiscale
- image analysis
- learning process
- real time
- object segmentation
- object detection
- blood vessels
- positive examples
- retinal images
- region growing
- learning problems
- computer vision
- neural network
- data sets