Enhanced cardiovascular risk prediction in the Western Pacific: A machine learning approach tailored to the Malaysian population

• Sazzli Kasim,

  Roles Conceptualization, Funding acquisition, Supervision, Validation

  Affiliations Cardiology Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia

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• Putri Nur Fatin Amir Rudin,

  Roles Data curation, Formal analysis, Methodology, Visualization, Writing – original draft

  Affiliation Institute of Biological Sciences, Faculty of Science, University Malaya, Kuala Lumpur, Malaysia

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• Sorayya Malek ,

  Roles Conceptualization, Investigation, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: sorayya@um.edu.my

  Affiliation Institute of Biological Sciences, Faculty of Science, University Malaya, Kuala Lumpur, Malaysia

  https://orcid.org/0000-0001-6450-6404

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• Nurulain Ibrahim,

  Roles Data curation, Formal analysis, Methodology, Resources, Visualization, Writing – original draft

  Affiliation Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia

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• Xue Ning Kiew,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Institute of Biological Sciences, Faculty of Science, University Malaya, Kuala Lumpur, Malaysia

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• Nafiza Mat Nasir,

  Roles Data curation, Project administration, Resources, Validation

  Affiliation Faculty of Medicine, Universiti Teknologi MARA (UiTM), Sungai Buloh Campus, Sungai Buloh, Malaysia

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• Khairul Shafiq Ibrahim,

  Roles Supervision, Validation

  Affiliations Cardiology Department, Faculty of Medicine, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, Cardiac Vascular and Lung Research Institute, Universiti Teknologi MARA (UiTM), Shah Alam, Malaysia, National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia

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• Raja Ezman Raja Shariff

  Roles Validation

  Affiliations National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia, Division of Cardiology, University Malaya Medical Centre (UMMC), Kuala Lumpur, Malaysia

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