An Active Learning Classifier for Further Reducing Diabetic Retinopathy Screening System Cost.
Yinan ZhangMingqiang AnPublished in: Comput. Math. Methods Medicine (2016)
Keyphrases
- diabetic retinopathy
- active learning
- automatic detection
- retinal images
- early detection
- cost sensitive learning
- training examples
- training set
- active learning strategies
- medical experts
- learning algorithm
- cost sensitive
- optic disc
- vessel segmentation
- blood vessels
- feature space
- training data
- semi supervised
- feature selection
- decision trees
- support vector machine
- image analysis
- active learning framework
- labeled data
- learning process
- support vector
- image processing