Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation.
Egor PanfilovAleksei TiulpinStefan KleinMiika T. NieminenSimo SaarakkalaPublished in: ICCV Workshops (2019)
Keyphrases
- domain adaptation
- deep learning
- mri segmentation
- labeled data
- multiple sources
- cross domain
- unsupervised learning
- semi supervised
- cancer treatment
- machine learning
- magnetic resonance images
- unlabeled data
- transfer learning
- semi supervised learning
- weakly supervised
- target domain
- sentiment classification
- test data
- learning algorithm
- mri images
- mental models
- supervised learning
- active learning
- similarity measure
- image segmentation