A generalizable deep learning regression model for automated glaucoma screening from fundus images.
Ruben HemelingsBart ElenAlexander K. SchusterMatthew B. BlaschkoJoão Barbosa BredaPekko HujanenAnnika JunglasStefan NickelsAndrew WhiteNorbert PfeifferPaul MitchellPatrick De BoeverAnja TuulonenIngeborg StalmansPublished in: npj Digit. Medicine (2023)
Keyphrases
- regression model
- fundus images
- deep learning
- diabetic retinopathy
- optic disc
- blood vessels
- retinal images
- automatic detection
- unsupervised learning
- optic nerve
- optical coherence tomography
- machine learning
- model selection
- early detection
- medical experts
- regression analysis
- multivariate regression
- computer aided
- mental models
- weakly supervised
- linear regression
- probabilistic model