Applying Data Envelopment Analysis to Preventive Medicine: A Novel Method for Constructing a Personalized Risk Model of Obesity

• Hiroto Narimatsu ,

  * E-mail: hiroto-narimatsu@umin.org

  Affiliation Department of Public Health, Yamagata University Graduate School of Medicine, Yamagata, Japan

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• Yoshinori Nakata,

  Affiliation Department of Healthcare Management, Teikyo University Graduate School of Public Health, Tokyo, Japan

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• Sho Nakamura,

  Affiliation Department of Clinical Oncology, Yamagata University Faculty of Medicine, Yamagata, Japan

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• Hidenori Sato,

  Affiliation Genome Informatics Unit, Institute for Promotion of Medical Science Research, Yamagata University Faculty of Medicine, Yamagata, Japan

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• Ri Sho,

  Affiliation Department of Public Health, Yamagata University Graduate School of Medicine, Yamagata, Japan

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• Katsumi Otani,

  Affiliation Department of Public Health, Yamagata University Graduate School of Medicine, Yamagata, Japan

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• Ryo Kawasaki,

  Affiliation Department of Public Health, Yamagata University Graduate School of Medicine, Yamagata, Japan

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• Isao Kubota,

  Affiliation First Department of Internal Medicine, Yamagata University Faculty of Medicine, Yamagata, Japan

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• Yoshiyuki Ueno,

  Affiliation Second Department of Internal Medicine, Yamagata University Faculty of Medicine, Yamagata, Japan

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• Takeo Kato,

  Affiliation Third Department of Internal Medicine, Yamagata University Faculty of Medicine, Yamagata, Japan

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• Hidetoshi Yamashita,

  Affiliation Department of Ophthalmology and Visual Sciences, Yamagata University Faculty of Medicine, Yamagata, Japan

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• Akira Fukao,

  Affiliation Department of Public Health, Yamagata University Graduate School of Medicine, Yamagata, Japan

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• Takamasa Kayama

  Affiliation Department of Neurosurgery, Yamagata University Faculty of Medicine, Yamagata, Japan

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