Nutritional markers of undiagnosed type 2 diabetes in adults: Findings of a machine learning analysis with external validation and benchmarking

• Kushan De Silva ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: kushan.ranakombu@monash.edu

  Affiliation Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Clayton, Australia

  https://orcid.org/0000-0003-0301-0805

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• Siew Lim,

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Clayton, Australia

  https://orcid.org/0000-0002-5333-6451

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• Aya Mousa,

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Clayton, Australia

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• Helena Teede,

  Roles Methodology, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Clayton, Australia

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• Andrew Forbes,

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliation Biostatistics Unit, Division of Research Methodology, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Melbourne, Australia

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• Ryan T. Demmer,

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – review & editing

  Affiliations Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, Minnesota, United States of America, Mailman School of Public Health, Columbia University, New York, New York, United States of America

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• Daniel Jönsson,

  Roles Methodology, Supervision, Validation, Writing – review & editing

  Affiliations Department of Periodontology, Faculty of Odontology, Malmö University, Malmö, Sweden, Swedish Dental Service of Skane, Lund, Sweden

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• Joanne Enticott

  Roles Conceptualization, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

  Affiliation Monash Centre for Health Research and Implementation, School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Clayton, Australia

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