The MAGENTA model for individual prediction of in-hospital mortality in chronic obstructive pulmonary disease with acute exacerbation in resource-limited countries: A development study

• Prachya Mekanimitdee,

  Roles Conceptualization, Data curation, Investigation, Writing – original draft

  Affiliation Department of Internal Medicine, Surat Thani Hospital, Surat Thani, Thailand

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• Thotsaporn Morasert,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – review & editing

  Affiliations Department of Internal Medicine, Surat Thani Hospital, Surat Thani, Thailand, Pulmonary and Critical Care Medicine, Department of Internal Medicine, Surat Thani Hospital, Surat Thani, Thailand

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• Jayanton Patumanond,

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

  Affiliation Center for Clinical Epidemiology and Clinical Statistics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand

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• Phichayut Phinyo

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

  * E-mail: phichayutphinyo@gmail.com

  Affiliations Center for Clinical Epidemiology and Clinical Statistics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand, Department of Family Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand, Musculoskeletal Science and Translation Research (MSTR) Cluster, Chiang Mai University, Chiang Mai, Thailand

  https://orcid.org/0000-0002-8543-6254

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