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