Machine learning prediction of non-attendance to postpartum glucose screening and subsequent risk of type 2 diabetes following gestational diabetes

• Nishanthi Periyathambi ,

  Contributed equally to this work with: Nishanthi Periyathambi, Durga Parkhi

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

  Affiliations Division of Populations, Evidence, and Technologies of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom, Department of Diabetes, Endocrinology, and Metabolism, George Eliot Hospital, Nuneaton, United Kingdom

  https://orcid.org/0000-0003-4423-3124

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• Durga Parkhi ,

  Contributed equally to this work with: Nishanthi Periyathambi, Durga Parkhi

  Roles Formal analysis, Methodology, Software, Validation, Visualization, Writing – review & editing

  Affiliation Division of Populations, Evidence, and Technologies of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom

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• Yonas Ghebremichael-Weldeselassie ,

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

  ¶‡ YGW, VP, NS, RS and LN also contributed equally to this work.

  Affiliations Division of Populations, Evidence, and Technologies of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom, School of Mathematics and Statistics, The Open University, Milton Keynes, United Kingdom

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• Vinod Patel ,

  Roles Conceptualization, Resources, Writing – review & editing

  ¶‡ YGW, VP, NS, RS and LN also contributed equally to this work.

  Affiliation Department of Diabetes, Endocrinology, and Metabolism, George Eliot Hospital, Nuneaton, United Kingdom

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• Nithya Sukumar ,

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

  ¶‡ YGW, VP, NS, RS and LN also contributed equally to this work.

  Affiliations Division of Populations, Evidence, and Technologies of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom, Department of Diabetes, Endocrinology, and Metabolism, George Eliot Hospital, Nuneaton, United Kingdom

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• Rahul Siddharthan ,

  Roles Methodology, Software, Validation, Visualization, Writing – review & editing

  ¶‡ YGW, VP, NS, RS and LN also contributed equally to this work.

  Affiliations Department of Computational Biology, The Institute of Mathematical Sciences, Chennai, India, Homi Bhabha National Institute, Mumbai, India

  https://orcid.org/0000-0002-2233-0954

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• Leelavati Narlikar ,

  Roles Methodology, Software, Validation, Visualization, Writing – review & editing

  Current address: Department of Data Science, Indian Institute of Science Education and Research, Pune, India

  ¶‡ YGW, VP, NS, RS and LN also contributed equally to this work.

  Affiliation Department of Chemical Engineering, CSIR-National Chemical Laboratory, Pune, India

  https://orcid.org/0000-0001-6820-1878

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• Ponnusamy Saravanan

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

  * E-mail: P.Saravanan@warwick.ac.uk

  Affiliations Division of Populations, Evidence, and Technologies of Health Sciences, Warwick Medical School, University of Warwick, Coventry, United Kingdom, Department of Diabetes, Endocrinology, and Metabolism, George Eliot Hospital, Nuneaton, United Kingdom

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