Using machine learning models to predict the initiation of renal replacement therapy among chronic kidney disease patients

• Erik Dovgan ,

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

  * E-mail: erik.dovgan@ijs.si (ED); drshabbir@tmu.edu.tw (SA)

  Affiliation Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia

  http://orcid.org/0000-0003-4671-8627

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• Anton Gradišek,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliation Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia

  http://orcid.org/0000-0001-6480-9587

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• Mitja Luštrek,

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliation Department of Intelligent Systems, Jožef Stefan Institute, Ljubljana, Slovenia

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• Mohy Uddin,

  Roles Validation, Writing – original draft

  Affiliation Executive Office, King Abdullah International Medical Research Center, King Saud bin Abdulaziz University for Health Sciences, Ministry of National Guard – Health Affairs, Riyadh, Kingdom of Saudi Arabia

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• Aldilas Achmad Nursetyo,

  Roles Data curation

  Affiliation Taipei Medical University, Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei, Taiwan

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• Sashi Kiran Annavarajula,

  Roles Validation, Writing – original draft

  Affiliation Department of Nephrology, Yashoda Hospitals, Malakpet, Hyderabad, India

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• Yu-Chuan Li,

  Roles Validation, Writing – original draft

  Affiliation Taipei Medical University, Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei, Taiwan

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• Shabbir Syed-Abdul

  Roles Conceptualization, Supervision, Validation, Writing – original draft

  * E-mail: erik.dovgan@ijs.si (ED); drshabbir@tmu.edu.tw (SA)

  Affiliation Taipei Medical University, Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei, Taiwan

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