Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning.
Ryan PoplinAvinash V. VaradarajanKaty BlumerYun LiuMichael V. McConnellGregory S. CorradoLily PengDale R. WebsterPublished in: CoRR (2017)
Keyphrases
- risk factors
- deep learning
- retinal fundus
- unsupervised learning
- risk assessment
- statistical methods
- risk management
- cardiovascular disease
- blood pressure
- machine learning
- mental models
- weakly supervised
- retinal images
- learning algorithm
- phase congruency
- neural network
- blood vessels
- object detection
- case based reasoning
- planar surfaces
- image processing
- computer vision