Deep Dive Into Diabetic Retinopathy Identification: A Deep Learning Approach with Blood Vessel Segmentation and Lesion Detection.
Kamal UpretiAnmol KapoorSheela HundekariShitiz UpretiKajal KaulShreya KapoorAkhilesh TiwariPublished in: J. Mobile Multimedia (2024)
Keyphrases
- deep learning
- vessel segmentation
- diabetic retinopathy
- lesion detection
- retinal images
- blood vessels
- unsupervised feature learning
- region growing
- unsupervised learning
- computer aided diagnosis
- machine learning
- image segmentation
- mental models
- deep architectures
- automatic detection
- weakly supervised
- early detection
- region of interest
- multiscale
- low contrast
- medical experts
- optic disc
- computer aided
- medical images