Detection of neovascularization in retinal images using semi-supervised learning.
Appan K. PujithaGamalapati S. JahnaviJayanthi SivaswamyPublished in: ISBI (2017)
Keyphrases
- semi supervised learning
- retinal images
- diabetic retinopathy
- matched filters
- vessel detection
- optic disk
- semi supervised
- unlabeled data
- labeled data
- blood vessels
- vessel segmentation
- automatic detection
- supervised learning
- unsupervised learning
- optic disc
- semi supervised classification
- co training
- machine learning
- fundus images
- manifold regularization
- active learning
- label propagation
- matched filter
- learning models
- graph based semi supervised learning
- optical coherence tomography
- age related macular degeneration
- semi supervised learning algorithms
- object detection
- training data
- labeled and unlabeled data
- semi supervised learning methods
- region of interest
- transfer learning
- multiscale
- text mining
- opinion detection
- learning algorithm