Related Experiment Video
Updated: Aug 28, 2026

Reliability of Artificial Intelligence-Based Cone Beam Computed Tomography Integration with Digital Dental Images
Published on: February 23, 2024
Effect of Fiducial Marker Design (Shape, Size, and Configuration) on the Trueness and Precision of CBCT
Donghyo Yang1, Gahyun Kim1, Seoyun Hwang1
1College of Dentistry, Chosun University, Gwangju 61452, Republic of Korea.
Abstract:
Background/Objectives: Cone-beam computed tomography (CBCT)-to-intraoral-scan registration in edentulous implant planning relies on radiopaque fiducial markers, yet how marker design governs marker-geometry reproduction is unclear. We quantified the effects of shape, size and configuration and where the error arose. Methods: Eighteen edentulous mandibular denture designs (three shapes × three sizes, 2-4 mm × two configurations; five markers each) were printed and CBCT-imaged three times at 0.2 mm voxel. Distances, angles, a leave-one-marker-out (LOMO) error and a markerless control were analyzed at the design level (n = 18). Results: Acquisition reproducibility was voxel-limited (median 49 μm). Marker size governed trueness and precision (partial ω2p 0.25-0.65), with no shape effect detected. The LOMO error fell with size (541 to 359 μm; p = 0.004), whereas the markerless control did not (p = 0.653); the size effect differed between approaches. Twenty percent of 2 mm markers exceeded the 300 μm threshold-unstable localization, not failed detection. In the markerless control, 6 of 270 markers (2.2%) exceeded 1 mm despite acceptable global surface fits. Conclusions: A satisfactory global surface-fit residual may conceal substantial local misregistration, whereas fiducial landmarks permit independent verification of alignment. Marker size most directly governed reproduction fidelity; ≥3 mm diameters are recommended for the rotationally symmetric geometries tested.
