An exploratory study on predicting HER2-positive expression status of breast cancer using ultrasound radiomics combined with machine learning models

• Xin-Ran Zhang ,

  Contributed equally to this work with: Xin-Ran Zhang, Sha-Sha Yuan

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft

  Affiliation School of Gongli Hospital Medical Technology, University of Shanghai for Science and Technology, Shanghai, China

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• Sha-Sha Yuan ,

  Contributed equally to this work with: Xin-Ran Zhang, Sha-Sha Yuan

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft

  Affiliation School of Gongli Hospital Medical Technology, University of Shanghai for Science and Technology, Shanghai, China

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• Jiao-Jiao Hu,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Ultrasound, Gongli Hospital, Shanghai Pudong New Area, Shanghai, China

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• Qing-Qing Chen,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Ultrasound, Gongli Hospital, Shanghai Pudong New Area, Shanghai, China

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• Yang-Jie Xiao,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Ultrasound, Shengjing Hospital, China Medical University, Shenyang, China

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• Ying-Fei Huang,

  Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliation School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China

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• Xiao-Qing Yu,

  Roles Software, Visualization, Writing – review & editing

  Affiliation Department of Ultrasound, Gongli Hospital, Shanghai Pudong New Area, Shanghai, China

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• Feng Lu,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Center of Ultrasonography, Shuguang Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China

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• Yan Shen ,

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: fuxiaohong66@163.com (XH-F); shenyan-sky@163.com (YS)

  Affiliation Department of Ultrasound, Gongli Hospital, Shanghai Pudong New Area, Shanghai, China

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• Xiao-Hong Fu

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: fuxiaohong66@163.com (XH-F); shenyan-sky@163.com (YS)

  Affiliation Department of Ultrasound, Gongli Hospital, Shanghai Pudong New Area, Shanghai, China

  https://orcid.org/0000-0001-7356-960X

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