SuperDTI: Ultrafast DTI and fiber tractography with deep learning.
Hongyu LiZifei LiangChaoyi ZhangRuiying LiuJing LiWeihong ZhangDong LiangBowen ShenXiaoliang ZhangYulin GeJiangyang ZhangLeslie YingPublished in: Magnetic resonance in medicine (2021)
Our results demonstrate the feasibility of superfast DTI and fiber tractography using deep learning with as few as six DWIs directly, bypassing tensor fitting. Such a significant reduction in scan time may allow the inclusion of DTI into the clinical routine for many potential applications.