Deep learning frameworks for diabetic retinopathy detection with smartphone-based retinal imaging systems.
Recep E. HacisoftaogluMahmut KarakayaAhmed B. SallamPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- diabetic retinopathy
- imaging systems
- deep learning
- retinal images
- fundus images
- blood vessels
- automatic detection
- machine vision
- image formation
- unsupervised learning
- vessel segmentation
- optic disc
- early detection
- machine learning
- optical coherence tomography
- light field
- mental models
- weakly supervised
- medical experts
- supervised learning
- low contrast
- moving objects