Are Cardiovascular Risk Scores from Genome and Retinal Image Complementary? A Deep Learning Investigation in a Diabetic Cohort.
Mohammad Ghouse SyedAlexander S. DoneyGittu GeorgeIfy MordiEmanuele TruccoPublished in: OMIA@MICCAI (2021)
Keyphrases
- retinal images
- deep learning
- risk factors
- unsupervised learning
- blood vessels
- unsupervised feature learning
- risk assessment
- machine learning
- risk management
- optic disc
- weakly supervised
- mental models
- decision making
- region of interest
- heart rate
- computer vision
- vascular tree
- blood pressure
- retinal blood vessels
- heart disease
- image processing
- learning algorithm