Study of low-dose PET image recovery using supervised learning with CycleGAN

Kui Zhao; Long Zhou; Size Gao; Xiaozhuang Wang; Yaofa Wang; Xin Zhao; Huatao Wang; Kanfeng Liu; Yunqi Zhu; Hongwei Ye

doi:10.1371/journal.pone.0238455

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Open Access

Peer-reviewed

Research Article

Study of low-dose PET image recovery using supervised learning with CycleGAN

Kui Zhao ,

Contributed equally to this work with: Kui Zhao, Long Zhou

Roles Conceptualization, Data curation, Methodology, Supervision, Writing – review & editing

Affiliation Department of PET Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
⨯
Long Zhou ,

Contributed equally to this work with: Kui Zhao, Long Zhou

Roles Investigation, Software, Validation, Visualization, Writing – original draft

Affiliations Zhejiang Minfound Intelligent Healthcare Technology Co., Ltd., Hangzhou, China, MinFound Medical Systems Co., Ltd., China
⨯
Size Gao,

Roles Data curation, Methodology, Software, Writing – review & editing

Affiliation MinFound Medical Systems Co., Ltd., China
⨯
Xiaozhuang Wang,

Roles Formal analysis, Software

Affiliations Zhejiang Minfound Intelligent Healthcare Technology Co., Ltd., Hangzhou, China, MinFound Medical Systems Co., Ltd., China
⨯
Yaofa Wang,

Roles Data curation, Resources, Software, Writing – review & editing

Affiliations Zhejiang Minfound Intelligent Healthcare Technology Co., Ltd., Hangzhou, China, MinFound Medical Systems Co., Ltd., China
⨯
Xin Zhao,

Roles Data curation, Methodology, Resources, Writing – review & editing

Affiliation Department of PET Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
⨯
Huatao Wang,

Roles Data curation, Resources, Writing – review & editing

Affiliation Department of PET Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
⨯
Kanfeng Liu,

Roles Data curation, Software, Writing – review & editing

Affiliation Department of PET Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
⨯
Yunqi Zhu,

Roles Data curation, Resources, Software, Writing – review & editing

Affiliation Department of PET Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
⨯
Hongwei Ye

Roles Project administration, Writing – review & editing

* E-mail: Hongwei.Ye@minfound.com

Affiliations Zhejiang Minfound Intelligent Healthcare Technology Co., Ltd., Hangzhou, China, MinFound Medical Systems Co., Ltd., China

http://orcid.org/0000-0001-7079-1483

⨯

Study of low-dose PET image recovery using supervised learning with CycleGAN

Kui Zhao,
Long Zhou,
Size Gao,
Xiaozhuang Wang,
Yaofa Wang,
Xin Zhao,
Huatao Wang,
Kanfeng Liu,
Yunqi Zhu,
Hongwei Ye

Published: September 4, 2020
https://doi.org/10.1371/journal.pone.0238455

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