Breast cancer pathology image recognition based on convolutional neural network

Weijian Fang; Shuyu Tang; Dongfang Yan; Xiangguang Dai; Wei Zhang; Jiang Xiong

doi:10.1371/journal.pone.0311728

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Open Access

Peer-reviewed

Research Article

Breast cancer pathology image recognition based on convolutional neural network

Weijian Fang ,

Contributed equally to this work with: Weijian Fang, Shuyu Tang, Dongfang Yan, Xiangguang Dai, Wei Zhang, Jiang Xiong

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

Affiliation Chongqing Three Gorges University, Chongqing, China
⨯
Shuyu Tang ,

Contributed equally to this work with: Weijian Fang, Shuyu Tang, Dongfang Yan, Xiangguang Dai, Wei Zhang, Jiang Xiong

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 Computer Science and Engineering, School of Three Gorges Artificial Intelligence, and Key Laboratory of Intelligent Information Processing and Control, Chongqing Three Gorges University, Chongqing, China

https://orcid.org/0009-0004-9386-5253

⨯
Dongfang Yan ,

Contributed equally to this work with: Weijian Fang, Shuyu Tang, Dongfang Yan, Xiangguang Dai, Wei Zhang, Jiang Xiong

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 Computer Science and Engineering, School of Three Gorges Artificial Intelligence, and Key Laboratory of Intelligent Information Processing and Control, Chongqing Three Gorges University, Chongqing, China
⨯
Xiangguang Dai ,

Contributed equally to this work with: Weijian Fang, Shuyu Tang, Dongfang Yan, Xiangguang Dai, Wei Zhang, Jiang Xiong

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: daixiangguang@163.com (XD); weizhang@sanxiau.edu.cn (WZ)

Affiliation School of Computer Science and Engineering, School of Three Gorges Artificial Intelligence, and Key Laboratory of Intelligent Information Processing and Control, Chongqing Three Gorges University, Chongqing, China

https://orcid.org/0000-0003-1846-2580

⨯
Wei Zhang ,

Contributed equally to this work with: Weijian Fang, Shuyu Tang, Dongfang Yan, Xiangguang Dai, Wei Zhang, Jiang Xiong

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: daixiangguang@163.com (XD); weizhang@sanxiau.edu.cn (WZ)

Affiliation School of Computer Science and Engineering, School of Three Gorges Artificial Intelligence, and Key Laboratory of Intelligent Information Processing and Control, Chongqing Three Gorges University, Chongqing, China
⨯
Jiang Xiong

Contributed equally to this work with: Weijian Fang, Shuyu Tang, Dongfang Yan, Xiangguang Dai, Wei Zhang, Jiang Xiong

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 Computer Science and Engineering, School of Three Gorges Artificial Intelligence, and Key Laboratory of Intelligent Information Processing and Control, Chongqing Three Gorges University, Chongqing, China
⨯

Breast cancer pathology image recognition based on convolutional neural network

Weijian Fang,
Shuyu Tang,
Dongfang Yan,
Xiangguang Dai,
Wei Zhang,
Jiang Xiong

Published: May 19, 2025
https://doi.org/10.1371/journal.pone.0311728

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