Automated Analysis of Diabetic Retinopathy Using Vessel Segmentation Maps as Inductive Bias.
Linus KreitnerIvan EzhovDaniel RueckertJohannes C. PaetzoldMartin J. MentenPublished in: MIDOG/DRAC@MICCAI (2022)
Keyphrases
- automated analysis
- vessel segmentation
- diabetic retinopathy
- inductive bias
- retinal images
- blood vessels
- inductive learning
- machine learning
- region growing
- pac learning
- visual analysis
- prior knowledge
- supervised learning
- domain knowledge
- domain theory
- training examples
- hypothesis space
- multitask learning
- uniform distribution
- training set
- image segmentation
- artificial intelligence
- automatic detection
- action recognition
- previously learned
- optic disc
- learning algorithm