Author

A. Madfa

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Open access Sep 2026

Academic Experiences, Curriculum Perceptions, and Professional Readiness Among Dental Students in Saudi Arabia: A Cross-Sectional Study

Dental students reported varied academic experiences, with challenges in time management, research engagement, and clinical transition, and these exploratory findings highlight the need for targeted educational support and further validation.

Abdullah F. Alshammari, Sarah A. Alenezi, Abdulkarim A. Alnasrallah et al. · Journal of Medical Education... · 0 citations

Open access Aug 2026

Automated evaluation of dental cavity preparation quality using deep learning and anatomically informed geometric analysis

Background The quality of cavity preparation critically influences the longevity and success of restorative dental treatments. Current assessment methods remain largely subjective, relying on visual inspection and examiner judgment, which are prone to variability and limited reproducibility. Although three-dimensional...

Abdullah F Alshammari, B. A. Anazi, M. Khan et al. · Frontiers in Artificial Inte... · 0 citations

Open access Jul 2026

Mechanical and biological enhancement of glass ionomer cement through nanofiller integration: a preliminary study for improved restorative applications.

The optimized formulation was G4 at 5 wt% total nanoparticle loading, which improved the mechanical performance of Fuji IX GIC while maintaining acceptable cytocompatibility and color stability.

S. Al-hammadi, Mengdi Li, A. Madfa et al. · Scientific Reports · 0 citations