Construct prediction models for low muscle mass with metabolic syndrome using machine learning

• Yanxuan Wu ,

  Contributed equally to this work with: Yanxuan Wu

  Roles Writing – original draft, Writing – review & editing

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

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• Fu Li,

  Roles Writing – original draft, Writing – review & editing, Supervision

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

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• Hao Chen,

  Roles Writing – original draft, Writing – review & editing, Data curation

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

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• Liang Shi,

  Roles Supervision, Writing – original draft, Writing – review & editing

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

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• Meng Yin,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

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• Fan Hu,

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

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

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• Gongchang Yu

  Roles Conceptualization, Data curation, Funding acquisition, Writing – original draft, Writing – review & editing

  * E-mail: yugongchang@sdfmu.edu.cn

  Affiliations Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China

  https://orcid.org/0000-0002-2029-0960

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