Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias.
Linus KreitnerIvan EzhovDaniel RueckertJohannes C. PaetzoldMartin J. MentenPublished in: CoRR (2022)
Keyphrases
- automated analysis
- vessel segmentation
- diabetic retinopathy
- inductive bias
- retinal images
- blood vessels
- inductive learning
- machine learning
- region growing
- pac learning
- prior knowledge
- visual analysis
- supervised learning
- hypothesis space
- domain theory
- domain knowledge
- training examples
- multitask learning
- training set
- uniform distribution
- video analysis
- low contrast
- optic disc
- image segmentation
- decision trees
- pairwise
- training data
- learning algorithm