Accelerate gas diffusion-weighted MRI for lung morphometry with deep learning.

Abstract

Authors

• Caohui Duan
  State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences - Wuhan National Laboratory for Optoelectronics, Wuhan, P. R. China.
• He Deng
• Sa Xiao
  Department of Ophthalmology, University of Washington, Seattle, Washington, USA.
• Junshuai Xie
  State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences - Wuhan National Laboratory for Optoelectronics, Wuhan, P. R. China.
• Haidong Li
  State Key Laboratory of Fine Chemicals , Dalian University of Technology , 2 Linggong Road , Dalian 116024 , P. R. China . Email: fanjl@dlut.edu.cn.
• Xiuchao Zhao
  Key Laboratory of Magnetic Resonance in Biological Systems, State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, National Center for Magnetic Resonance in Wuhan, Wuhan Institute of Physics and Mathematics, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences-Wuhan National Laboratory for Optoelectronics, Wuhan, 430071, People's Republic of China.
• Dongshan Han
  Department of Radiology, The First Medical Center, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China.
• Xianping Sun
• Xin Lou
  College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China.
• Chaohui Ye
• Xin Zhou
  School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China.

Keywords

External Resources