Atni, Mohd Hidir Mohd
Rosdy, Nik Mohd Mazuan Nik Mohd
Tajudin, Mohd Azrul Amir Muhamad
Rusly, Ahmad Adam
Raob, Noor Asilati Abdul
Sabri, Budi Aslinie Md
Funding for this research was provided by:
Universiti Teknologi MARA
Article History
Received: 1 March 2025
Revised: 1 July 2025
Accepted: 14 July 2025
First Online: 12 December 2025
Ethics declaration
: The authors declare that there are no conflicts of interest related to this study. The UiTM Research Ethics Committee approved this retrospective analysis of routinely collected dental records [approval no. REC/08/2023 (PG/MR/288)]. Since all records were fully de-identified prior to analysis, the Committee waived the requirement for individual informed consent. All data pre-processing and machine learning model training took place entirely on secure, on-premises UiTM servers; no third-party or cloud-based services were used at any stage of the study.