Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks.
Neil BandTim G. J. RudnerQixuan FengAngelos FilosZachary NadoMike DusenberryGhassen JerfelDustin TranYarin GalPublished in: NeurIPS Datasets and Benchmarks (2021)
Keyphrases
- diabetic retinopathy
- deep learning
- automatic detection
- retinal images
- early detection
- blood vessels
- unsupervised feature learning
- optic disc
- medical experts
- unsupervised learning
- maximum likelihood
- vessel segmentation
- machine learning
- bayesian networks
- expectation maximization
- object detection
- pairwise
- image processing