ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging.
Tariq M. BdairNassir NavabShadi AlbarqouniPublished in: CoRR (2020)
Keyphrases
- medical imaging
- semi supervised learning
- medical images
- semi supervised
- unlabeled data
- x ray
- medical image processing
- image analysis
- labeled data
- image registration
- shape analysis
- image segmentation
- image processing and analysis
- unsupervised learning
- machine learning
- supervised learning
- remote sensing
- image guided surgery
- image processing
- active learning
- semi supervised classification
- manifold regularization
- label propagation
- volumetric data
- graph based semi supervised learning
- co training
- labeled and unlabeled data
- semi supervised learning methods
- computer vision
- transfer learning
- object detection
- prior knowledge
- reinforcement learning