Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation.
Xiaoxiao HeChaowei TanBo LiuLiping SiWeiwu YaoLiang ZhaoDi LiuQilong ZhangliQi ChangKang LiDimitris N. MetaxasPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- segmentation method
- fully automatic
- learning systems
- test images
- region of interest
- segmentation algorithm
- unsupervised learning
- learning process
- three dimensional
- edge detection
- input image
- ground truth
- synthetic and real images
- image regions
- matching algorithm
- detection algorithm
- learning algorithm
- reconstruction method
- knowledge acquisition
- image database
- image data
- domain knowledge
- image retrieval
- object recognition
- reinforcement learning
- similarity measure
- x ray
- background knowledge
- image features