Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/79389, first published .
Two-Minute Deep Learning–Powered Brain Quantitative Mapping: Accelerating Clinical Imaging With Synthetic Magnetic Resonance Imaging

Two-Minute Deep Learning–Powered Brain Quantitative Mapping: Accelerating Clinical Imaging With Synthetic Magnetic Resonance Imaging

Two-Minute Deep Learning–Powered Brain Quantitative Mapping: Accelerating Clinical Imaging With Synthetic Magnetic Resonance Imaging

Yawen Liu   1, 2 , PhD ;   Hongxia Yin   2, 3 , MEng ;   Zuofeng Zheng   4 , MD ;   Wenjuan Liu   5 , MD ;   Tingting Zhang   2 , MEng ;   Linkun Cai   6 , PhD ;   Haijun Niu   6 , PhD ;   Han Lv   1, 2 , MD ;   Zhenghan Yang   2 , MD ;   Zhenchang Wang   1, 2 , MD ;   Pengling Ren   1, 2 , PhD

1 Precision and Intelligence Medical Imaging Lab, Beijing Friendship Hospital, Capital Medical University, Beijing, China

2 Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China

3 Department of Medical Engineering, Beijing Friendship Hospital, Capital Medical University, Beijing, China

4 Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China

5 Department of Radiology, Aerospace Center Hospital, Beijing, China

6 School of Biological Science and Medical Engineering, Beihang University, Beijing, China

Corresponding Author:

  • Pengling Ren, PhD
  • Precision and Intelligence Medical Imaging Lab
  • Beijing Friendship Hospital, Capital Medical University
  • No.95 Yongan Road, Xicheng District
  • Beijing 100050
  • China
  • Phone: 86 18810514627
  • Email: yihan3469@126.com