A Systematic Review on Deep Learning Techniques for Diabetic Retinopathy Segmentation and Detection Using Ocular Imaging Modalities.
Richa VijSakshi AroraPublished in: Wirel. Pers. Commun. (2024)
Keyphrases
- fundus images
- diabetic retinopathy
- deep learning
- imaging modalities
- optical coherence tomography
- optic disk
- systematic review
- optic disc
- retinal images
- medical images
- low contrast
- blood vessels
- automatic detection
- vessel segmentation
- medical imaging
- unsupervised learning
- early detection
- medical image analysis
- machine learning
- anatomical structures
- empirical studies
- medical experts
- intraoperative
- image segmentation
- medical data
- clinical trials
- region of interest
- pairwise
- segmentation algorithm
- mental models
- mr images
- deformable models
- image registration
- image analysis
- object segmentation
- multiscale
- computer assisted