Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks.
Neil BandTim G. J. RudnerQixuan FengAngelos FilosZachary NadoMichael W. DusenberryGhassen JerfelDustin TranYarin GalPublished in: CoRR (2022)
Keyphrases
- diabetic retinopathy
- deep learning
- automatic detection
- retinal images
- early detection
- unsupervised learning
- unsupervised feature learning
- medical experts
- blood vessels
- optic disc
- machine learning
- mental models
- vessel segmentation
- weakly supervised
- maximum likelihood
- bayesian networks
- breast cancer
- decision support system
- information retrieval