Eleven quick tips for organizing a data cleaning challenge

• Ireen J. Kal ,

  Contributed equally to this work with: Ireen J. Kal, Lidwien P. Smabers, Joanna von Berg, Giulia Perticari, Mette van de Meent

  Affiliation Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands

  https://orcid.org/0009-0007-4543-6093

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• Lidwien P. Smabers ,

  Contributed equally to this work with: Ireen J. Kal, Lidwien P. Smabers, Joanna von Berg, Giulia Perticari, Mette van de Meent

  Affiliation Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands

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• Joanna von Berg ,

  Contributed equally to this work with: Ireen J. Kal, Lidwien P. Smabers, Joanna von Berg, Giulia Perticari, Mette van de Meent

  Affiliation Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands

  https://orcid.org/0000-0001-7067-1406

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• Giulia Perticari ,

  Contributed equally to this work with: Ireen J. Kal, Lidwien P. Smabers, Joanna von Berg, Giulia Perticari, Mette van de Meent

  Affiliation Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands

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• Mette van de Meent ,

  Contributed equally to this work with: Ireen J. Kal, Lidwien P. Smabers, Joanna von Berg, Giulia Perticari, Mette van de Meent

  Affiliation Department of Obstetrics, Wilhelmina Children’s Hospital, Utrecht, The Netherlands

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• Denise Fokkelman,

  Affiliation Department of Strategy and Policy, Program Sustainable Healthcare, University Medical Center Utrecht, Utrecht, The Netherlands

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• Joep Sprangers,

  Affiliation Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands

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• Loïc Lannelongue,

  Affiliations Cambridge Sustainable Computing Lab, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom, British Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom, Victor Phillip Dahdaleh Heart and Lung Research Institute, University of Cambridge, Cambridge, United Kingdom, Health Data Research UK Cambridge, Wellcome Genome Campus and University of Cambridge, Cambridge, United Kingdom

  https://orcid.org/0000-0002-9135-1345

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• Florijn Dekkers

  * E-mail: J.F.Dekkers-6@umcutrecht.nl

  Affiliation Education Center, Faculty of Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands

  https://orcid.org/0000-0002-0525-7206

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