Machine learning-based prediction of distant metastasis risk in invasive ductal carcinoma of the breast

Jingru Dong; Ruijiao Lei; Feiyang Ma; Lu Yu; Lanlan Wang; Shangzhi Xu; Yunhua Hu; Jialin Sun; Wenwen Zhang; Haixia Wang; Li Zhang

doi:10.1371/journal.pone.0310410

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Open Access

Peer-reviewed

Research Article

Machine learning-based prediction of distant metastasis risk in invasive ductal carcinoma of the breast

Jingru Dong,

Roles Writing – original draft

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Ruijiao Lei,

Roles Writing – review & editing

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Feiyang Ma,

Roles Methodology

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Lu Yu,

Roles Data curation

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Lanlan Wang,

Roles Formal analysis

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Shangzhi Xu,

Roles Software

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Yunhua Hu,

Roles Supervision

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Jialin Sun,

Roles Visualization

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Wenwen Zhang,

Roles Validation

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Haixia Wang,

Roles Conceptualization

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China
⨯
Li Zhang

Roles Resources

* E-mail: zl491191385@163.com

Affiliation Shihezi University Medical College School of Medical College, Shihezi University, Shihezi, Xinjiang, China

https://orcid.org/0009-0009-9234-2502

⨯

Machine learning-based prediction of distant metastasis risk in invasive ductal carcinoma of the breast

Jingru Dong,
Ruijiao Lei,
Feiyang Ma,
Lu Yu,
Lanlan Wang,
Shangzhi Xu,
Yunhua Hu,
Jialin Sun,
Wenwen Zhang,
Haixia Wang

Published: February 26, 2025
https://doi.org/10.1371/journal.pone.0310410

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Breast cancer
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Metastasis
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Lung and intrathoracic tumors
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