Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated Learning.
Pengfei GuoPuyang WangJinyuan ZhouShanshan JiangVishal M. PatelPublished in: CVPR (2021)
Keyphrases
- image reconstruction
- deep learning
- magnetic resonance
- mr images
- positron emission tomography
- unsupervised learning
- supervised learning
- super resolution
- weakly supervised
- image data
- machine learning
- image analysis
- mental models
- cardiac imaging
- cardiac motion
- natural images
- graph cuts
- image registration
- high quality
- image sequences