Data analytics approach for short- and long-term mortality prediction following acute non-ST-elevation myocardial infarction (NSTEMI) and Unstable Angina (UA) in Asians

Sazzli Kasim; Putri Nur Fatin Amir Rudin; Sorayya Malek; Firdaus Aziz; Wan Azman Wan Ahmad; Khairul Shafiq Ibrahim; Muhammad Hanis Muhmad Hamidi; Raja Ezman Raja Shariff; Alan Yean Yip Fong; Cheen Song

doi:10.1371/journal.pone.0298036

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Peer-reviewed

Research Article

Data analytics approach for short- and long-term mortality prediction following acute non-ST-elevation myocardial infarction (NSTEMI) and Unstable Angina (UA) in Asians

Sazzli Kasim ,

Contributed equally to this work with: Sazzli Kasim, Putri Nur Fatin Amir Rudin, Sorayya Malek, Firdaus Aziz

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

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
⨯
Putri Nur Fatin Amir Rudin ,

Contributed equally to this work with: Sazzli Kasim, Putri Nur Fatin Amir Rudin, Sorayya Malek, Firdaus Aziz

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

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

Contributed equally to this work with: Sazzli Kasim, Putri Nur Fatin Amir Rudin, Sorayya Malek, Firdaus Aziz

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft

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

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

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

⨯
Firdaus Aziz ,

Contributed equally to this work with: Sazzli Kasim, Putri Nur Fatin Amir Rudin, Sorayya Malek, Firdaus Aziz

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Writing – original draft

Affiliation School of Liberal Studies, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia
⨯
Wan Azman Wan Ahmad,

Roles Formal analysis, Resources, Supervision, Validation, Writing – review & editing

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

Roles Investigation, Validation, Writing – review & editing

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
⨯
Muhammad Hanis Muhmad Hamidi,

Roles Investigation, Validation, Writing – review & editing

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
⨯
Raja Ezman Raja Shariff,

Roles Investigation, Writing – review & editing

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

https://orcid.org/0000-0002-5167-5863

⨯
Alan Yean Yip Fong,

Roles Data curation, Formal analysis, Validation

Affiliations National Heart Association of Malaysia, Heart House, Kuala Lumpur, Malaysia, Department of Cardiology, Sarawak General Hospital, Kuching, Sarawak, Malaysia
⨯
Cheen Song

Roles Data curation, Writing – review & editing

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

Data analytics approach for short- and long-term mortality prediction following acute non-ST-elevation myocardial infarction (NSTEMI) and Unstable Angina (UA) in Asians

Sazzli Kasim,
Putri Nur Fatin Amir Rudin,
Sorayya Malek,
Firdaus Aziz,
Wan Azman Wan Ahmad,
Khairul Shafiq Ibrahim,
Muhammad Hanis Muhmad Hamidi,
Raja Ezman Raja Shariff,
Alan Yean Yip Fong,
Cheen Song

Published: February 15, 2024
https://doi.org/10.1371/journal.pone.0298036

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