Physics-informed deep diffusion MRI reconstruction: break the bottleneck of training data in artificial intelligence.
Chen QianZi WangXinlin ZhangQingrui CaiTaishan KangBoyu JiangRan TaoZhigang WuDi GuoXiaobo QuPublished in: CoRR (2022)
Keyphrases
- diffusion mri
- artificial intelligence
- training data
- white matter
- angular resolution
- diffusion tensor
- learning algorithm
- diffusion tensor imaging
- corpus callosum
- training set
- diffusion tensor images
- supervised learning
- machine learning
- human brain
- magnetic resonance
- image reconstruction
- deformable registration
- shape analysis
- semi supervised learning
- labeled data
- brain white matter