Risk assessment of diabetic retinopathy with machine and deep learning models with PPG signals and PWV.
Serena ZanelliKornelia EveilleauMehdi AmmiMagid HallabMounim A. El-YacoubiPublished in: EMBC (2023)
Keyphrases
- learning models
- risk assessment
- diabetic retinopathy
- heart rate
- risk management
- loss function
- automatic detection
- retinal images
- early detection
- learning algorithm
- network security
- semi supervised learning
- machine learning
- risk factors
- learning tasks
- information security
- machine learning algorithms
- decision making
- learning problems
- medical experts
- classification models
- optic disc
- conditional random fields
- blood vessels
- neural network
- information systems
- genetic algorithm
- information retrieval