Diabetic Retinopathy Detection and Grading: A Transfer Learning Approach Using Simultaneous Parameter Optimization and Feature-Weighted ECOC Ensemble.
Wei Kitt WongFilbert H. JuwonoCatur AprionoPublished in: IEEE Access (2023)
Keyphrases
- transfer learning
- diabetic retinopathy
- parameter optimization
- automatic detection
- retinal images
- early detection
- labeled data
- active learning
- genetic algorithm ga
- machine learning
- medical experts
- learning algorithm
- differential evolution
- semi supervised learning
- reinforcement learning
- multi class
- genetic algorithm
- parameter settings
- text categorization
- neural network
- blood vessels
- unlabeled data
- text classification
- collaborative filtering
- training set
- optic disc
- base classifiers
- support vector machine
- feature vectors
- feature selection
- similarity measure
- semi supervised
- training data
- data points
- parameter estimation
- pairwise
- evolutionary algorithm
- information retrieval
- text mining
- particle swarm optimization