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Updated: May 10, 2026

Reliability of Artificial Intelligence-Based Cone Beam Computed Tomography Integration with Digital Dental Images
Published on: February 23, 2024
Diagnostic efficacy of cone-beam computed tomography for mandibular fractures
Gabriele Kaeppler1, Carl-Peter Cornelius, Michael Ehrenfeld
1Department of Oral and Maxillofacial Radiology, Clinic for Oral and Craniomaxillofacial Surgery, Ludwig-Maximilians University of Munich, Munich, Germany. gabriele.kaeppler@med.uni-muenchen.de
Objective:
The aim of the study was to determine the clinical efficacy of maxillofacial cone-beam computed tomography (CBCT) for the diagnosis of suspected mandibular fractures and to evaluate whether findings would lead to a change in treatment.
Study Design:
CBCT imaging was performed for 164 patients with suspected mandibular fractures (231 sites) but equivocal clinical and radiological findings (conventional radiography). Images were interpreted by oral and maxillofacial surgeons and treatment decisions based on pre and postimaging were compared. Linear regression analyses were performed.
Results:
For 63.2% of sites (n = 146) the suspected diagnosis was confirmed by CBCT (P < .0001; R(2) = 0.93). For 4.33% of sites (n = 10) no fracture was identified. Additional fractures were identified in 17.75% (n = 41) and additional infractures in 14.72% (n = 34). The treatment plan was altered for 9.52% of sites (n = 22).
Conclusions:
CBCT imaging of suspected mandibular fractures resulted in a change in the treatment plan in 9.52%.

