Data augmentation based on multiple oversampling fusion for medical image segmentation

Liangsheng Wu; Jiajun Zhuang; Weizhao Chen; Yu Tang; Chaojun Hou; Chentong Li; Zhenyu Zhong; Shaoming Luo

doi:10.1371/journal.pone.0274522

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Open Access

Peer-reviewed

Research Article

Data augmentation based on multiple oversampling fusion for medical image segmentation

Liangsheng Wu ,

Contributed equally to this work with: Liangsheng Wu, Jiajun Zhuang

Roles Data curation, Software, Writing – original draft

Affiliations Academy of Interdisciplinary Studies, Guangdong Polytechnic Normal University, Guangzhou, China, Academy of Contemporary Agriculture Engineering Innovations, Zhongkai University of Agriculture and Engineering, Guangzhou, China, Institute of Intelligent Manufacturing, Guangdong Academy of Sciences, Guangzhou, China
⨯
Jiajun Zhuang ,

Contributed equally to this work with: Liangsheng Wu, Jiajun Zhuang

Roles Formal analysis, Validation, Writing – review & editing

Affiliation Academy of Contemporary Agriculture Engineering Innovations, Zhongkai University of Agriculture and Engineering, Guangzhou, China
⨯
Weizhao Chen,

Roles Funding acquisition, Writing – review & editing

Affiliation Academy of Interdisciplinary Studies, Guangdong Polytechnic Normal University, Guangzhou, China
⨯
Yu Tang ,

Roles Project administration, Writing – review & editing

* E-mail: ty2008@zhku.edu.cn

Affiliation Academy of Interdisciplinary Studies, Guangdong Polytechnic Normal University, Guangzhou, China

https://orcid.org/0000-0002-9221-6591

⨯
Chaojun Hou,

Roles Funding acquisition, Project administration, Validation

Affiliation Academy of Contemporary Agriculture Engineering Innovations, Zhongkai University of Agriculture and Engineering, Guangzhou, China
⨯
Chentong Li,

Roles Data curation, Formal analysis, Resources

Affiliation Institute of Intelligent Manufacturing, Guangdong Academy of Sciences, Guangzhou, China
⨯
Zhenyu Zhong,

Roles Data curation, Writing – review & editing

Affiliation Institute of Intelligent Manufacturing, Guangdong Academy of Sciences, Guangzhou, China
⨯
Shaoming Luo

Roles Data curation, Resources, Software

Affiliation Academy of Interdisciplinary Studies, Guangdong Polytechnic Normal University, Guangzhou, China
⨯

Data augmentation based on multiple oversampling fusion for medical image segmentation

Liangsheng Wu,
Jiajun Zhuang,
Weizhao Chen,
Yu Tang,
Chaojun Hou,
Chentong Li,
Zhenyu Zhong,
Shaoming Luo

Published: October 18, 2022
https://doi.org/10.1371/journal.pone.0274522

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