Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks.
José Escorcia-GutierrezJose CuelloMargarita GamarraPere Romero-ArocaEduardo CaicedoAïda VallsDomenec PuigPublished in: CISIM (2023)
Keyphrases
- transfer learning
- convolutional neural networks
- diabetic retinopathy
- automatic detection
- retinal images
- early detection
- learning tasks
- medical experts
- optic disc
- labeled data
- knowledge transfer
- cross domain
- blood vessels
- transfer knowledge
- semi supervised learning
- reinforcement learning
- machine learning
- active learning
- domain adaptation
- vessel segmentation
- machine learning algorithms
- text classification
- target domain
- learning algorithm
- transferring knowledge
- databases
- unlabeled data
- multi task
- feature selection
- general purpose
- semi supervised
- knowledge representation