DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning.
Qiyuan TianBerkin BilgicQiuyun FanCongyu LiaoChanon NgamsombatYuxin HuThomas WitzelKawin SetsompopJonathan R. PolimeniSusie Yi HuangPublished in: NeuroImage (2020)
Keyphrases
- high fidelity
- deep learning
- diffusion tensor imaging
- white matter
- human brain
- unsupervised learning
- diffusion tensor
- tensor field
- deformable registration
- real time
- machine learning
- high quality
- mental models
- high resolution
- decision making
- higher order
- magnetic resonance images
- weakly supervised
- information processing
- video conferencing
- co occurrence
- image analysis
- pairwise
- reinforcement learning
- data mining