Comparison of smartphone-based retinal imaging systems for diabetic retinopathy detection using deep learning.
Mahmut KarakayaRecep E. HacisoftaogluPublished in: BMC Bioinform. (2020)
Keyphrases
- diabetic retinopathy
- imaging systems
- deep learning
- retinal images
- fundus images
- blood vessels
- automatic detection
- machine vision
- early detection
- image formation
- optic disc
- vessel segmentation
- machine learning
- unsupervised learning
- optical coherence tomography
- medical experts
- low contrast
- weakly supervised
- region of interest
- light field
- mental models
- stereo images
- object detection
- object recognition
- image processing