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Updated: Aug 5, 2026

Three-Dimensional Cephalometric Landmark Annotation Demonstration on Human Cone Beam Computed Tomography Scans
Published on: September 8, 2023
Response to comments on AI cephalometric landmarking study
Huayu Ye1,2,3, Yongchao Gou4,5,6
1Department of Orthodontics, Stomatological Hospital of Chongqing Medical University, Chongqing, China.
Abstract:
This letter responds to the insightful concerns raised regarding our study on AI versus expert identification of cephalometric landmarks (Is automatic cephalometric software using artificial intelligence better than orthodontist experts in landmark identification? BMC Oral Health. 2023 Jul 8;23(1):467. doi: https://doi.org/10.1186/s12903-023-03188-4 ). We appreciate their constructive feedback and address the central criticisms below, specifically regarding image resolution, reproducibility, the manual-AI comparison, and data transparency.
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