AI vs Digital Manual Tracing in Cephalometric Analysis: University of Pavia Trial Seeks to Validate Automated Systems for Orthodontic Diagnosis
247 Health News Editorial
·9 July 2026
·4 min read
·clinical-trialsA new clinical trial from the University of Pavia is directly comparing AI-based cephalometric platforms — WebCeph, QuantX, and Smartee — against conventional digital manual tracing in 100 standardised lateral cephalograms. The study aims to determine whether automated systems can match the accuracy of expert digital analysis across sagittal, vertical, dental, and soft tissue parameters. Results are expected by late 2026 and will have significant implications for orthodontic diagnostic workflows globally.
Originally reported by ClinicalTrials.gov
References
- 1.University of Pavia. (2025). Cephalometric tracing: A comparison between digital analysis and artificial intelligence (NCT07664488). ClinicalTrials.gov. https://clinicaltrials.gov/study/NCT07664488
- 2.Dot, G., Schouman, T., Chang, S., Dubois, G., Rouch, P., & Gajny, L. (2022). Fully automatic cephalometric landmark detection on native and implant-containing radiographs using deep learning. European Radiology, 32(8), 5537–5546. https://doi.org/10.1007/s00330-022-08901-x
- 3.Gupta, A., Kharbanda, O. P., Sardana, V., Balachandran, R., & Sardana, H. K. (2015). A knowledge-based algorithm for automatic detection of cephalometric landmarks on CBCT images. International Journal of Computer Assisted Radiology and Surgery, 10(11), 1737–1752. https://doi.org/10.1007/s11548-015-1173-6
- 4.Kılıç, M. C., Bayrakdar, İ. Ş., Çelik, Ö., Bilgir, E., Orhan, K., Aydın, O. B., Kaplan, F. A., Sağlam, H., Odabaş, A., Aslan, A. F., Oztekin, G., Kuhl, C., & Jagtap, R. (2021). Artificial intelligence system for automatic deciduous tooth detection and numbering in panoramic radiographs. Dento Maxillo Facial Radiology, 50(5), 20200172. https://doi.org/10.1259/dmfr.20200172
- 5.Lagravère, M. O., & Flores-Mir, C. (2005). The treatment effects of Herbst appliance on skeletal, dental, and soft-tissue changes: A systematic review. Journal of the American Dental Association, 136(7), 989–998. https://doi.org/10.14219/jada.archive.2005.0264
- 6.Nair, M. K., & Nair, U. P. (2007). Digital and advanced imaging in endodontics: A review. Journal of Endodontics, 33(1), 1–6. https://doi.org/10.1016/j.joen.2006.09.019
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247 Health News Editorial
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