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Research ArticleARTIFICIAL INTELLIGENCE

Deep Learning–Based Super-Resolution Reconstruction on Undersampled Brain Diffusion-Weighted MRI for Infarction Stroke: A Comparison to Conventional Iterative Reconstruction

Shuo Zhang, Meimeng Zhong, Hanxu Shenliu, Nan Wang, Shuai Hu, Xulun Lu, Liangjie Lin, Haonan Zhang, Yan Zhao, Chao Yang, Hongbo Feng and Qingwei Song
American Journal of Neuroradiology December 2024, DOI: https://doi.org/10.3174/ajnr.A8482
Shuo Zhang
aFrom the Department of Nuclear Medicine (S.Z., H.F.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Meimeng Zhong
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Hanxu Shenliu
cDepartment of Radiology (H.S.), Shengjing Hospital of China Medical University, Shenyang, China
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Nan Wang
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Shuai Hu
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Xulun Lu
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Liangjie Lin
dSupport (L.L.), Philips Healthcare, Beijing, China
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Haonan Zhang
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Yan Zhao
eDepartment of Information Center (Y.Z.), The First Affiliated Hospital of Dalian Medical University, Liaoning, China
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  • ORCID record for Yan Zhao
Chao Yang
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Hongbo Feng
aFrom the Department of Nuclear Medicine (S.Z., H.F.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Qingwei Song
bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Article Information

DOI 
https://doi.org/10.3174/ajnr.A8482
PubMed 
39779291

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received April 16, 2024
  • Accepted after revision July 26, 2024
  • Published online December 20, 2024.

Article Versions

  • You are currently viewing a Latest version of this article (December 20, 2024 - 10:25).
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Copyright & Usage 
© 2025 by American Journal of Neuroradiology

Author Information

  1. Shuo Zhanga,
  2. Meimeng Zhongb,
  3. Hanxu Shenliuc,
  4. Nan Wangb,
  5. Shuai Hub,
  6. Xulun Lub,
  7. Liangjie Lind,
  8. Haonan Zhangb,
  9. Yan Zhaoe,
  10. Chao Yangb,
  11. Hongbo Fenga and
  12. Qingwei Songb
  1. aFrom the Department of Nuclear Medicine (S.Z., H.F.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
  2. bDepartment of Radiology (M.Z., N.W., S.H., X.L., H.Z., C.Y., Q.S.), The First Affiliated Hospital of Dalian Medical University, Dalian, China
  3. cDepartment of Radiology (H.S.), Shengjing Hospital of China Medical University, Shenyang, China
  4. dSupport (L.L.), Philips Healthcare, Beijing, China
  5. eDepartment of Information Center (Y.Z.), The First Affiliated Hospital of Dalian Medical University, Liaoning, China
  1. Please address correspondence to Qingwei Song, Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, China; e-mail: songqw1964{at}163.com
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  • Detectability of acute ischemic stroke with thin (3 mm) axial versus thin (3 mm) coronal diffusion-weighted imaging in patients presenting to the emergency department with acute dizziness
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    Emergency Radiology 2025 32 2
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Cite this article
Shuo Zhang, Meimeng Zhong, Hanxu Shenliu, Nan Wang, Shuai Hu, Xulun Lu, Liangjie Lin, Haonan Zhang, Yan Zhao, Chao Yang, Hongbo Feng, Qingwei Song
Deep Learning–Based Super-Resolution Reconstruction on Undersampled Brain Diffusion-Weighted MRI for Infarction Stroke: A Comparison to Conventional Iterative Reconstruction
American Journal of Neuroradiology Dec 2024, DOI: 10.3174/ajnr.A8482

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Deep Learning–Based Super-Resolution Reconstruction on Undersampled Brain Diffusion-Weighted MRI for Infarction Stroke: A Comparison to Conventional Iterative Reconstruction
Shuo Zhang, Meimeng Zhong, Hanxu Shenliu, Nan Wang, Shuai Hu, Xulun Lu, Liangjie Lin, Haonan Zhang, Yan Zhao, Chao Yang, Hongbo Feng, Qingwei Song
American Journal of Neuroradiology Dec 2024, DOI: 10.3174/ajnr.A8482
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Detectability of acute ischemic stroke with thin (3 mm) axial versus thin (3 mm) coronal diffusion-weighted imaging in patients presenting to the emergency department with acute dizziness
    Richard J. Lozano, Faryal Shareef, Anish Neupane, Zaid Siddique, Rudra Joshi, Luca Pasquini, Long H. Tu, Amit Mahajan
    Emergency Radiology 2025 32 2

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