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Reliability of Artificial Intelligence-Based Cone Beam Computed Tomography Integration with Digital Dental Images
Published on: February 23, 2024
Linear accuracy and reliability of cone beam CT derived 3-dimensional images constructed using an orthodontic
Danielle R Periago1, William C Scarfe, Mazyar Moshiri
1Department of Orthodontic and Pediatric Dentistry, University of Louisville School of Dentistry, Louisville, KY, USA.
The Angle Orthodontist
|April 18, 2008
Summary
Cone beam computed tomography (CBCT) 3D renderings show high accuracy for craniofacial analyses. While some linear measurements differ statistically, most are clinically acceptable for orthodontic use.
Area of Science:
- Dental imaging and diagnostics
- Orthodontics and craniofacial analysis
- 3D reconstruction and measurement accuracy
Background:
- Cone beam computed tomography (CBCT) is increasingly used for dental and craniofacial imaging.
- Accurate linear measurements from 3D reconstructions are crucial for orthodontic diagnosis and treatment planning.
- Validation of measurements from 3D surface renderings against direct skull measurements is necessary.
Purpose of the Study:
- To compare the accuracy of linear measurements on 3D surface rendered volumetric images derived from CBCT.
- To compare these measurements to direct measurements made on human skulls.
Main Methods:
- Twenty orthodontic linear measurements were taken on 23 human skulls using a digital caliper.
- Skulls were imaged with CBCT, and 3D volumetric reconstructions were generated using Dolphin 3D software.
- Intraclass correlation coefficient (ICC), absolute linear error, and percentage error were calculated and compared using Student's t-test.
Main Results:
- 3D CBCT measurements showed a significantly lower ICC (0.975) compared to direct skull measurements (0.996).
- Mean percentage measurement error for 3D CBCT (2.31%) was significantly higher than for replicate skull measurements (0.63%).
- Statistical differences were found for most midsagittal and half of bilateral measurements, with most differences under 2 mm.
Conclusions:
- Linear measurements on 3D volumetric surface renderings from CBCT, while statistically different, are generally clinically accurate for craniofacial analyses.
- Dolphin 3D software provides sufficiently accurate measurements for clinical orthodontic applications.

