Systematic evaluation of machine learning models for postoperative surgical site infection prediction

• Anna M. van Boekel ,

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

  * E-mail: a.m.van_boekel@lumc.nl

  Affiliation Department of Internal Medicine, Leiden University Medical Center, Leiden, The Netherlands

  https://orcid.org/0000-0003-0774-0995

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• Siri L. van der Meijden,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliations Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands, Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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• Sesmu M. Arbous,

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands

  https://orcid.org/0000-0001-5242-3257

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• Rob G. H. H. Nelissen,

  Roles Writing – review & editing

  Affiliation Department of Orthopedic surgery, Leiden University Medical Center, Leiden, The Netherlands

  https://orcid.org/0000-0003-1228-4162

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• Karin E. Veldkamp,

  Roles Writing – review & editing

  Affiliation Department of Medical Microbiology and Infection Control, Leiden University Medical Center, Leiden, The Netherlands

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• Emma B. Nieswaag,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands, Healthplus.ai R&D B.V., Amsterdam, The Netherlands

  ⨯
• Kim F. T. Jochems,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands, Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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• Jeroen Holtz,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands, Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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• Annekee van IJlzinga Veenstra,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands, Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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• Jeroen Reijman,

  Roles Data curation, Writing – review & editing

  Affiliations Department of Intensive Care, Leiden University Medical Center, Leiden, The Netherlands, Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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• Ype de Jong,

  Roles Writing – review & editing

  Affiliations Department of Internal Medicine, Leiden University Medical Center, Leiden, The Netherlands, Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands

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• Harry van Goor,

  Roles Writing – review & editing

  Affiliation Department of Surgery, Radboud UMC, Nijmegen, The Netherlands

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• Maryse A. Wiewel,

  Roles Data curation, Writing – review & editing

  Affiliation Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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• Jan W. Schoones,

  Roles Data curation, Writing – review & editing

  Affiliation Waleus Medical Library, Leiden University Medical Center, Leiden, The Netherlands

  https://orcid.org/0000-0003-1120-4781

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• Bart F. Geerts,

  Roles Conceptualization, Data curation, Software, Writing – review & editing

  Affiliation Healthplus.ai R&D B.V., Amsterdam, The Netherlands

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•  [ ... ],
• Mark G. J. de Boer

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – review & editing

  Affiliations Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands, Department of Infectious disease, Leiden University Medical Center, Leiden, The Netherlands

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