Exploration of risk factors for the incidence of knee osteoarthritis in rural areas of northern China and the establishment of a prediction model

• Junhui Ma ,

  Contributed equally to this work with: Junhui Ma, Qiang Ma

  Roles Conceptualization, Funding acquisition, Writing – review & editing, Conceptualization, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Respiratory and Critical Care Medicine, People’s Hospital of Ningxia Hui Autonomous, Yinchuan, China

  https://orcid.org/0009-0009-5193-8748

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• Qiang Ma ,

  Contributed equally to this work with: Junhui Ma, Qiang Ma

  Roles Resources, Project administration, Methodology

  Affiliation Thoracic Surgery Department, People's Hospital of Ningxia Hui Autonomous, Yinchuan, China

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• Chao Shi,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition

  Affiliation Department of Central Labororatory, People’s Hospital of Ningxia Hui Autonomous Region, Yinchuan, China

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• Bing Zhuan ,

  Roles Resources, Software, Supervision

  * E-mail: zhuanb518@163.com (BZ); 58263147@qq.com (JM)

  Affiliation Department of Respiratory and Critical Care Medicine, People’s Hospital of Ningxia Hui Autonomous, Yinchuan, China

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• Jun Ma

  Roles Conceptualization, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: zhuanb518@163.com (BZ); 58263147@qq.com (JM)

  Affiliation Department of Sports Medicine, People’s Hospital of Ningxia Hui Autonomous Region, Yinchuan City, Ningxia, China

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