Magnetic resonance imaging reconstruction algorithm under complex convolutional neural network in diagnosis and prognosis of cerebral infarction

Jie Dong; Shujun Zhao; Yun Meng; Yong Zhang; Suxiao Li

doi:10.1371/journal.pone.0251529

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Open Access

Peer-reviewed

Research Article

Magnetic resonance imaging reconstruction algorithm under complex convolutional neural network in diagnosis and prognosis of cerebral infarction

Jie Dong,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Physics and Microelectronics, Zhengzhou University, Zhengzhou, P.R. China
⨯
Shujun Zhao,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft

Affiliation School of Physics and Microelectronics, Zhengzhou University, Zhengzhou, P.R. China
⨯
Yun Meng,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Magnetic Resonance, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
⨯
Yong Zhang ,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: hnsuxiao@zzu.edu.cn (SL); zzuzhangyong2013@163.com (YZ)

Affiliation Department of Magnetic Resonance, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
⨯
Suxiao Li

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: hnsuxiao@zzu.edu.cn (SL); zzuzhangyong2013@163.com (YZ)

Affiliation School of Physics and Microelectronics, Zhengzhou University, Zhengzhou, P.R. China

https://orcid.org/0000-0003-4068-1560

⨯

Magnetic resonance imaging reconstruction algorithm under complex convolutional neural network in diagnosis and prognosis of cerebral infarction

Jie Dong,
Shujun Zhao,
Yun Meng,
Yong Zhang,
Suxiao Li

Published: May 17, 2021
https://doi.org/10.1371/journal.pone.0251529

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Magnetic resonance imaging
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Infarction
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Stenosis
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Imaging techniques
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Convolution
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Lesions
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Veins
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