DiaNet: A Deep Learning Based Architecture to Diagnose Diabetes Using Retinal Images Only.
Mohammad Tariqul IslamHamada R. H. Al-AbsiEssam A. RuaghTanvir AlamPublished in: IEEE Access (2021)
Keyphrases
- deep learning
- retinal images
- blood vessels
- vessel segmentation
- unsupervised learning
- unsupervised feature learning
- vessel detection
- optic disc
- deep architectures
- optic disk
- machine learning
- weakly supervised
- diabetic retinopathy
- optical coherence tomography
- age related macular degeneration
- matched filters
- retinal blood vessels
- mental models
- fundus images
- automatic detection
- natural images
- domain specific
- feature selection
- computer vision