Accelerated 3D MR neurography of the brachial plexus using deep learning-constrained compressed sensing.

Journal: European radiology
PMID: 37606664

Abstract

OBJECTIVES: To explore the use of deep learning-constrained compressed sensing (DLCS) in improving image quality and acquisition time for 3D MRI of the brachial plexus.

Authors

  • Si-Xian Hu
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Yi Xiao
    Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, P. R. China.
  • Wan-Lin Peng
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Wen Zeng
    Department of Radiology, West China Hospital, Sichuan University, Chengdu, China.
  • Yu Zhang
    College of Marine Electrical Engineering, Dalian Maritime University, Dalian, China.
  • Xiao-Yong Zhang
  • Chun-Tang Ling
    Clinical Science, Philips Healthcare, Chengdu, Sichuan, China.
  • Hai-Xia Li
    Philips Healthcare, Guangzhou 510180, China.
  • Chun-Chao Xia
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.
  • Zhen-Lin Li
    Department of Radiology, West China Hospital, Sichuan University, Chengdu 610041, China.

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