Artificial intelligence based glaucoma and diabetic retinopathy detection using MATLAB - retrained AlexNet convolutional neural network.
Isaac Arias-SerranoPaolo A. Velásquez-LópezLaura N. Avila-BrionesFanny C. Laurido-MoraFernando Villalba-MenesesAndrés Tirado-EspínJonathan Cruz-ValeraDiego Almeida-GalárragaPublished in: F1000Research (2023)
Keyphrases
- diabetic retinopathy
- retinal images
- fundus images
- convolutional neural network
- artificial intelligence
- blood vessels
- automatic detection
- early detection
- optic disc
- vessel segmentation
- optic disk
- medical experts
- face detection
- optic nerve
- knowledge representation
- optical coherence tomography
- machine learning
- object detection
- case based reasoning
- knowledge discovery
- statistical analysis
- natural language processing