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Updated: May 12, 2026

Reliability of Artificial Intelligence-Based Cone Beam Computed Tomography Integration with Digital Dental Images
Published on: February 23, 2024
The validity, reliability, and time requirement of study model analysis using cone-beam computed tomography-generated
N S Luu1, M-A Mandich, C Flores-Mir
1Private practice, Dynamic Orthodontics, Leduc, AB, Canada.
Cone-beam computed tomography (CBCT)-generated dental models are reliable for orthodontic study model analysis (SMA). However, their validity is inconsistent, and they require twice the time compared to traditional plaster models.
Area of Science:
- Dentistry
- Orthodontics
- Radiology
Background:
- Orthodontic study model analysis (SMA) is crucial for diagnosis and treatment planning.
- Conventional plaster models are the traditional standard for SMA.
- Cone-beam computed tomography (CBCT) offers a digital alternative for creating dental models (Anatomodels).
Purpose of the Study:
- To evaluate the validity, reliability, and time efficiency of CBCT-generated Anatomodels for SMA.
- To compare Anatomodels with conventional plaster models and extracted premolars.
Main Methods:
- Retrospective analysis of 30 patient records with plaster models and CBCT scans.
- Inclusion of 22 extracted premolars from 11 patients.
- Five evaluators assessed inter-rater reliability; one evaluator assessed intrarater reliability and validity.
- Agreement measured by ICC; differences analyzed using t-tests and ANOVA.
Main Results:
- Excellent intrarater reliability across all modalities.
- Moderate to excellent inter-rater reliability.
- Poor to moderate validity for Anatomodels compared to conventional methods.
- SMA on Anatomodels took twice as long as on plaster models.
Conclusions:
- CBCT-generated study models demonstrate good reliability for SMA.
- The validity of Anatomodels for SMA is questionable.
- Performing SMA on Anatomodels is less time-efficient than using plaster models.
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