Preoperative evaluation of C2 pedicle screw placement using a deep learning model: Development and validation study

• Junhao Bao ,

  Contributed equally to this work with: Junhao Bao, Wei Wang

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliation Spine Department, Orthopaedic Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China

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• Wei Wang ,

  Contributed equally to this work with: Junhao Bao, Wei Wang

  Roles Formal analysis, Validation, Writing – original draft

  Affiliation Institute for Healthcare Artificial Intelligence Application, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China

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• Yuelin Wu,

  Roles Validation

  Affiliations Spine Department, Orthopaedic Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China, Health Science Center, Jinan University, Guangzhou, Guangdong, China

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• Hao Ren,

  Roles Data curation

  Affiliations Institute for Healthcare Artificial Intelligence Application, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China, Health Science Center, Jinan University, Guangzhou, Guangdong, China, Guangzhou Key Laboratory of Smart Home Ward and Health Sensing, Guangzhou, Guangdong, China

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• Zhaoquan Liang,

  Roles Data curation

  Affiliation Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China

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• Qiang Xiao,

  Roles Data curation

  Affiliation Second School of Clinical Medicine, Southern Medical University, Guangzhou, Guangdong, China

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• Yeyang Wang,

  Roles Investigation

  Affiliations Spine Department, Orthopaedic Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China, Health Science Center, Jinan University, Guangzhou, Guangdong, China

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• Fengshi Jing,

  Roles Conceptualization

  Affiliations Institute for Healthcare Artificial Intelligence Application, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China, Health Science Center, Jinan University, Guangzhou, Guangdong, China, Guangzhou Key Laboratory of Smart Home Ward and Health Sensing, Guangzhou, Guangdong, China, Faculty of Data Science, City University of Macau, Macau SAR, China

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• Weibin Cheng ,

  Roles Supervision, Writing – review & editing

  * E-mail: chwb817@gmail.com (WC); lizhang686@163.com (LZ)

  Affiliations Institute for Healthcare Artificial Intelligence Application, Guangdong Second Provincial General Hospital, Guangzhou, Guangdong, China, Health Science Center, Jinan University, Guangzhou, Guangdong, China, Guangzhou Key Laboratory of Smart Home Ward and Health Sensing, Guangzhou, Guangdong, China, School of Data Science, City University of Hong Kong, Hong Kong SAR, China

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• Li Zhang

  Roles Conceptualization, Investigation, Writing – review & editing

  * E-mail: chwb817@gmail.com (WC); lizhang686@163.com (LZ)

  Affiliations Spine Department, Orthopaedic Center, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China, Health Science Center, Jinan University, Guangzhou, Guangdong, China

  https://orcid.org/0000-0001-6515-3698

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