Predicting Risk of Developing Diabetic Retinopathy using Deep Learning.
Ashish BoraSiva BalasubramanianBoris BabenkoSunny VirmaniSubhashini VenugopalanAkinori MitaniGuilherme de Oliveira MarinhoJorge CuadrosPaisan RuamviboonsukGregory S. CorradoLily PengDale R. WebsterAvinash V. VaradarajanNaama HammelYun LiuPinal BavishiPublished in: CoRR (2020)
Keyphrases
- deep learning
- diabetic retinopathy
- unsupervised learning
- unsupervised feature learning
- automatic detection
- retinal images
- mental models
- weakly supervised
- machine learning
- risk management
- blood vessels
- early detection
- higher order
- optic disc
- vessel segmentation
- expert systems
- maximum likelihood
- medical experts
- decision making