Accuracy comparative study of automatic landmarking and diagnostic models on lateral cephalograms

In this study, the comparison was indirect, with each model having its strengths: the automatic landmarking model offers precise measurements, while the automatic diagnostic model provides quicker results. The choice between them depends on clinical needs, and future work should explore hybrid models to combine the advantages of both.

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Publication Details

Journal
Progress in Orthodontics
Published
2025-11-27
DOI
https://doi.org/10.1186/s40510-025-00598-8
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00

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article

Accuracy comparative study of automatic landmarking and diagnostic models on lateral cephalograms

Mengqi Han, Zhiqiang Tian, Qin Zhou, Shaoyi Du et al.
Progress in Orthodontics
Dental Radiography and Imaging
article

Accuracy comparative study of automatic landmarking and diagnostic models on lateral cephalograms

Mengqi Han, Zhiqiang Tian, Qin Zhou, Shaoyi Du, Wen-qing Bu, Dong Zhang, Wang Fei, Shuo Wang, Yu-cheng Guo, Yi Sun, Zhengguo Shi, Zhiping Hu
article en

Abstract

In this study, the comparison was indirect, with each model having its strengths: the automatic landmarking model offers precise measurements, while the automatic diagnostic model provides quicker results. The choice between them depends on clinical needs, and future work should explore hybrid models to combine the advantages of both.

Progress in OrthodonticsVol. 26(1)
Xi'an Jiaotong University (CN), KU Leuven (BE)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities, Key Research and Development Projects of Shaanxi Province
Openalex Percentile: Top 49%
Dental Radiography and Imaging
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