3D-MRI brain glioma intelligent segmentation based on improved 3D U-net network

Tingting Wang; Tong Wu; Defu Yang; Ying Xu; Dongyang Lv; Tong Jiang; Hengjiao Wang; Qi Chen; Shengnan Xu; Ying Yan; Baoguang Lin

doi:10.1371/journal.pone.0325534

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Open Access

Peer-reviewed

Research Article

3D-MRI brain glioma intelligent segmentation based on improved 3D U-net network

Tingting Wang,

Roles Conceptualization, Data curation, Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China

https://orcid.org/0009-0006-3304-3607

⨯
Tong Wu,

Roles Conceptualization, Data curation, Funding acquisition, Writing – original draft, Writing – review & editing

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Defu Yang,

Roles Conceptualization, Data curation

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Ying Xu,

Roles Conceptualization, Data curation, Methodology, Project administration

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Dongyang Lv,

Roles Investigation, Methodology, Project administration

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Tong Jiang,

Roles Conceptualization, Data curation, Methodology

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Hengjiao Wang,

Roles Conceptualization, Data curation

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Qi Chen,

Roles Conceptualization, Data curation, Writing – original draft

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Shengnan Xu,

Roles Data curation, Formal analysis, Writing – review & editing

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Ying Yan ,

* E-mail: yanyingdoctor@sina.com (YY), linlbg@163.com (BL)

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯
Baoguang Lin

* E-mail: yanyingdoctor@sina.com (YY), linlbg@163.com (BL)

Affiliation Department of Radiationtherapy, General Hospital of Northern Theater Command, Shenyang, China
⨯

3D-MRI brain glioma intelligent segmentation based on improved 3D U-net network

Tingting Wang,
Tong Wu,
Defu Yang,
Ying Xu,
Dongyang Lv,
Tong Jiang,
Hengjiao Wang,
Qi Chen,
Shengnan Xu,
Ying Yan

Published: June 13, 2025
https://doi.org/10.1371/journal.pone.0325534

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