Optimization of retinal artery/vein classification based on vascular topology.
Aidi ZhaoHong SuChongyang SheHui LiHuaiyu QiuXiao HuangZhihong JiangPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- classification accuracy
- pattern recognition
- retinal images
- blood vessels
- machine learning
- vessel segmentation
- support vector
- pattern classification
- classification algorithm
- global optimization
- supervised learning
- classification scheme
- neural network
- kernel machines
- automatic classification
- classification systems
- classification method
- optical coherence tomography
- unsupervised learning
- model selection
- optimization problems
- feature space
- objective function
- decision rules
- optimization algorithm
- feature vectors
- classification rate
- training set
- preprocessing
- learning algorithm