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Author

A. Madfa

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Sep 2026

Association Between C-Shaped Root Canal Configuration in Mandibular Second Molars and Radicular Grooves in Mandibular First Premolars: A CBCT-Based Study in a Western Chinese Population.

BACKGROUND C-shaped root canal configurations (CSRCs) in mandibular second molars (MSMs) and radicular grooves (RGs) in mandibular first premolars (MFPs) are anatomical variations that may affect endodontic procedures. However, their relationship within the same individual remains unclear. This study investigated the a...

Hebah H. Al-awdi, E. A. Al-shujaa, A. Madfa et al. · 0 citations
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. · 0 citations
Open access Aug 2026

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

This study presents a hybrid, explainable artificial intelligence framework for objective assessment of dental cavity preparation using widely available 2D images, and offers a transparent and scalable tool for formative feedback in clinical and competency-based dental education.

Abdullah F. Alshammari, B. A. Anazi, Mahvish Khan et al. · 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. · 0 citations

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