Accelerating susceptibility-weighted imaging with deep learning by complex-valued convolutional neural network (ComplexNet): validation in clinical brain imaging.

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.
• Yongqin Xiong
  Department of Radiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China.
• Kun Cheng
  Department of Radiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China.
• Sa Xiao
  Department of Ophthalmology, University of Washington, Seattle, Washington, USA.
• Jinhao Lyu
  Department of Radiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China.
• Cheng Wang
  Department of Pathology, Dalhousie University, Halifax, NS, Canada.
• Xiangbing Bian
  Department of Radiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China.
• Jing Zhang
  MOEMIL Laboratory, School of Optoelectronic Information, University of Electronic Science and Technology of China, Chengdu, China.
• Dekang Zhang
  Department of Radiology, Chinese PLA General Hospital, Beijing, 100853, People's Republic of China.
• Ling Chen
  Division of Biostatistics, Washington University School of Medicine, St. Louis, MO, United States.
• Xin Zhou
  School of Mechatronic Engineering, China University of Mining & Technology, Xuzhou 221116, China.
• Xin Lou
  College of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China.

Keywords

External Resources