An automated diabetic retinopathy of severity grade classification using transfer learning and fine-tuning for fundus images.
Sachin ChavanNitin ChoubeyPublished in: Multim. Tools Appl. (2023)
Keyphrases
- transfer learning
- fine tuning
- diabetic retinopathy
- fundus images
- text classification
- optic disc
- machine learning
- retinal images
- blood vessels
- optic disk
- labeled data
- machine learning algorithms
- reinforcement learning
- semi supervised learning
- support vector
- decision trees
- supervised learning
- active learning
- cross domain
- transfer knowledge
- optical coherence tomography
- unlabeled data
- collaborative filtering
- learning algorithm
- vessel segmentation
- text mining
- feature space