A neural network approach to sarcopenia prediction based on bioelectrical impedance in community-dwelling older adults

• Kyohei Shibuya ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: shibuya.kyohei.gm@u.tsukuba.ac.jp

  Affiliations Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan, Graduate School of Comprehensive Human Sciences, Doctoral Program in Public Health, University of Tsukuba, Tsukuba, Ibaraki, Japan

  https://orcid.org/0009-0001-0568-6668

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• Yujiro Asano,

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

  Affiliations Doctoral Program in Physical Education, Health and Sport Science, Graduate School of Comprehensive Human Sciences, Degree Programs in Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan, Department of Physical Activity Research, National Institutes of Biomedical Innovation, Health and Nutrition, Settsu, Osaka, Japan, Department of Frailty Research, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan

  https://orcid.org/0000-0002-2552-3882

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• Koki Nagata,

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

  Affiliations Department of Epidemiology and Prevention, Center for Clinical Sciences, National Center for Global Health and Medicine, Shinjuku-ku, Tokyo, Japan, R&D Center for Tailor-Made QOL, University of Tsukuba, Tsukuba, Ibaraki, Japan

  https://orcid.org/0000-0003-4090-2802

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• Taishi Tsuji,

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

  Affiliation Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan

  https://orcid.org/0000-0002-8408-6619

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• Kotaro Kawajiri,

  Roles Data curation, Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliations AIZOTH Inc., Tsukuba, Ibaraki, Japan, Department of Complex Systems Science, Graduate School of Informatics, Nagoya University, Nagoya, Aichi, Japan

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• Tomohiro Okura

  Roles Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan, R&D Center for Tailor-Made QOL, University of Tsukuba, Tsukuba, Ibaraki, Japan, International Institute for Integrative Sleep Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan

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