Assessing the validity of a data driven segmentation approach: A 4 year longitudinal study of healthcare utilization and mortality

• Lian Leng Low ,

  Roles Conceptualization, Formal analysis, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: low.lian.leng@singhealth.com.sg

  ¶‡ These authors are co-first authors on this work.

  Affiliations Department of Family Medicine & Continuing Care, Singapore General Hospital, Singapore, Singapore, Family Medicine, Duke-NUS Medical School, Singapore, Singapore, SingHealth Regional Health System, Singapore Health Services, Singapore, Singapore

  http://orcid.org/0000-0003-4228-2862

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• Shi Yan ,

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

  ¶‡ These authors are co-first authors on this work.

  Affiliation Duke–NUS Medical School, Singapore, Singapore

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• Yu Heng Kwan,

  Roles Conceptualization, Writing – review & editing

  Affiliations Duke–NUS Medical School, Singapore, Singapore, Singapore Heart Foundation, Singapore, Singapore

  http://orcid.org/0000-0001-7802-9696

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• Chuen Seng Tan,

  Roles Validation, Writing – review & editing

  Affiliation Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore

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• Julian Thumboo

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

  Affiliations Office of Insights and Analytics, SingHealth, Singapore, Singapore, Health Services Research Centre, Singapore Health Services, Singapore, Singapore, SingHealth Regional Health System, Singapore Health Services, Singapore, Singapore, Department of Rheumatology and Immunology, Singapore General Hospital, Singapore, Singapore

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