Self-supervised Domain Adaptation for Diabetic Retinopathy Grading Using Vessel Image Reconstruction.
Duy M. H. NguyenTruong T. N. MaiNgoc T. T. ThanAlexander PrangeDaniel SonntagPublished in: KI (2021)
Keyphrases
- image reconstruction
- domain adaptation
- diabetic retinopathy
- retinal images
- blood vessels
- vessel segmentation
- cross domain
- super resolution
- multiple sources
- semi supervised
- labeled data
- computed tomography
- optic disc
- optical coherence tomography
- sentiment classification
- target domain
- low contrast
- semi supervised learning
- transfer learning
- unlabeled data
- training data
- automatic detection
- test data
- early detection
- data mining
- region of interest
- image segmentation
- feature selection
- positron emission tomography
- machine learning