Predicting age at onset of type 1 diabetes in children using regression, artificial neural network and Random Forest: A case study in Saudi Arabia

• Ahood Alazwari ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft

  * E-mail: S3677238@student.rmit.edu.au

  Affiliations School of Science, RMIT University, Melbourne, Victoria, Australia, School of Science, Al-Baha University, Moundq, Saudi Arabia

  https://orcid.org/0000-0002-3791-2340

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• Mali Abdollahian ,

  Contributed equally to this work with: Mali Abdollahian, Laleh Tafakori, Alice Johnstone

  Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation School of Science, RMIT University, Melbourne, Victoria, Australia

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• Laleh Tafakori ,

  Contributed equally to this work with: Mali Abdollahian, Laleh Tafakori, Alice Johnstone

  Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation School of Science, RMIT University, Melbourne, Victoria, Australia

  ⨯
• Alice Johnstone ,

  Contributed equally to this work with: Mali Abdollahian, Laleh Tafakori, Alice Johnstone

  Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

  Affiliation School of Science, RMIT University, Melbourne, Victoria, Australia

  https://orcid.org/0000-0003-0736-9751

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• Rahma A. Alshumrani ,

  Roles Investigation, Resources

  ¶‡ RAA, MTA, AYA, ESA and ARA also contributed equally to this work.

  Affiliation Pediatric Endocrine Department, Al Aziziyah Maternal and Children Hospital, Jeddah, Saudi Arabia

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• Manal T. Alhelal ,

  Roles Investigation, Resources

  ¶‡ RAA, MTA, AYA, ESA and ARA also contributed equally to this work.

  Affiliation Pediatric Endocrine Department, Maternal and Children Hospital, Al-Ahsa, Saudi Arabia

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• Abdulhameed Y. Alsaheel ,

  Roles Investigation, Resources

  ¶‡ RAA, MTA, AYA, ESA and ARA also contributed equally to this work.

  Affiliation Pediatric Endocrine Department, King Fahad Medical City (KFMC), Riyadh, Saudi Arabia

  https://orcid.org/0000-0002-2656-5267

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• Eman S. Almoosa ,

  Roles Investigation, Resources

  ¶‡ RAA, MTA, AYA, ESA and ARA also contributed equally to this work.

  Affiliation Pediatric Endocrine Department, Maternal and Children Hospital, Al-Ahsa, Saudi Arabia

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• Aseel R. Alkhaldi

  Roles Investigation, Resources

  ¶‡ RAA, MTA, AYA, ESA and ARA also contributed equally to this work.

  Affiliation Pediatric Endocrine Department, King Fahad Medical City (KFMC), Riyadh, Saudi Arabia

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