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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 January 2025, 46 (1) 41-48; 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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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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American Journal of Neuroradiology: 46 (1)
American Journal of Neuroradiology
Vol. 46, Issue 1
1 Jan 2025
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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 Jan 2025, 46 (1) 41-48; DOI: 10.3174/ajnr.A8482

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Deep Learning for Super-Resolution Stroke MRI
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 Jan 2025, 46 (1) 41-48; DOI: 10.3174/ajnr.A8482
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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
    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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