Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks.
I. R. SlootwegM. ThachK. R. Curro-TafiliF. D. VerbraakF. H. BouwmanY. A. L. PijnenburgJ. F. BoerJ. H. P. de KwisthoutL. BagheriyeP. J. GonzálezPublished in: CoRR (2024)
Keyphrases
- retinal images
- convolutional neural networks
- artificial intelligence
- early diagnosis
- diabetic retinopathy
- disease diagnosis
- blood vessels
- optic nerve
- vessel segmentation
- fundus images
- retinal vessel
- optic disk
- convolutional network
- optic disc
- diagnostic tool
- vessel detection
- medical doctors
- optical coherence tomography
- diagnostic process
- cardiovascular disease
- computer aided
- computer aided diagnosis
- early detection
- clinically relevant
- medical diagnosis
- model based diagnosis
- age related macular degeneration
- expert systems
- matched filters
- healthy subjects
- knowledge based systems
- multiresolution
- low contrast
- shape model
- semi automatic