Computed tomography (CT) is a cornerstone in radiology, widely used for assessing tumors, inflammation, and trauma, serving as a vital tool for disease diagnosis and treatment [1]. However, in maxillofacial CT scans, the presence of dental prostheses, such as crowns, bridges and implants, introduces severe metal artifacts that compromise CT’s clinical utility. These artifacts often manifest as dark and bright streaks across the CT images, significantly obscuring critical anatomical structures an…