MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept.
Asbjørn MunkMads NielsenPublished in: NLDL (2024)
Keyphrases
- medical image segmentation
- domain adaptation
- theoretical guarantees
- medical images
- worst case
- multiple sources
- statistical shape model
- cross domain
- labeled data
- medical image analysis
- semi supervised
- level set method
- medical imaging
- image segmentation
- semi supervised learning
- curve evolution
- sentiment classification
- pairwise
- target domain
- transfer learning
- upper bound
- active learning
- test data
- text categorization
- knn
- state space