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Three-Dimensional Cephalometric Landmark Annotation Demonstration on Human Cone Beam Computed Tomography Scans
Published on: September 8, 2023
Accuracy and repeatability of computer aided cervical vertebra landmarking in cephalogram
Lili Chen1, Zhicong Lan2, Xiangyang Xu3
1Department of Stomatology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China. Lily-c1030@163.com.
Summary
Computer-aided cervical vertebra landmarking (CACVL) offers accuracy comparable to orthodontic experts and superior repeatability. This automated method proves reliable for identifying cervical parameters and predicting maturation in orthodontic practice.
Area of Science:
- Dentistry
- Orthodontics
- Medical Imaging
Background:
- Accurate identification of cervical vertebrae landmarks on lateral cephalograms is crucial for orthodontic diagnosis and treatment planning.
- Manual landmarking methods can be subjective and time-consuming, varying in accuracy and repeatability between operators.
- Computer-aided methods offer potential for improved efficiency and consistency in cephalometric analysis.
Purpose of the Study:
- To develop and evaluate a computer-aided cervical vertebra landmarking (CACVL) system.
- To compare the accuracy and repeatability of CACVL with manual landmarking by orthodontic experts (OE) and novices (ON).
- To assess the reliability of CACVL for cervical parameter identification and maturation prediction.
Main Methods:
- A CACVL system was developed using the fast marching method and parabolic curve fitting.
- Twenty-seven landmarks on cervical vertebrae (C2-C5) were identified on lateral cephalograms of 120 adolescents.
- Accuracy and repeatability were compared between the CACVL group, OE group, and ON group.
Main Results:
- CACVL demonstrated accuracy statistically similar to orthodontic experts (P>0.05) but significantly better than novices (P<0.05) on both x and y axes.
- Repeatability was significantly higher for CACVL compared to both expert and novice manual landmarking groups.
- CACVL showed no significant difference in accuracy compared to orthodontic experts, indicating comparable performance.
Conclusions:
- CACVL provides accuracy equivalent to or exceeding that of orthodontic experts.
- The system exhibits superior repeatability and reduced workload compared to manual landmarking techniques.
- CACVL is a reliable tool for cervical parameter identification and cervical vertebral maturation prediction in orthodontics.

