Adversarial domain adaptation for multi-device retinal OCT segmentation.
Yufan HeAaron CarassYihao LiuShiv SaidhaPeter A. CalabresiJerry L. PrincePublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- domain adaptation
- optical coherence tomography
- oct images
- multiple sources
- cross domain
- labeled data
- semi supervised
- retinal images
- transfer learning
- target domain
- imaging modalities
- image segmentation
- sentiment classification
- medical images
- covariate shift
- document classification
- manifold alignment
- semi supervised learning
- test data
- active learning