Evaluation of artificial intelligence-based cephalometric tracing versus semi-automatic and manual tracing

AI-based automatic tracing tended to overestimate certain skeletal values, while manual methods showed greater consistency. Dental measurements were largely comparable across methods. The semi-automatic approach provided a practical balance between accuracy and efficiency, indicating potential for clinical application with further refinement.

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Publication Details

Journal
BMC Oral Health
Published
2025-09-25
DOI
https://doi.org/10.1186/s12903-025-06765-x
Citations
2
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
3.58
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article

Evaluation of artificial intelligence-based cephalometric tracing versus semi-automatic and manual tracing

N. Saber, Sadam Ahmed Elayah, Ramy Abdul Rahman Ishaq, Khalid Aldhorae et al.
2 citations
BMC Oral Health
Dental Radiography and Imaging
3.58
article

Evaluation of artificial intelligence-based cephalometric tracing versus semi-automatic and manual tracing

N. Saber, Sadam Ahmed Elayah, Ramy Abdul Rahman Ishaq, Khalid Aldhorae, Omar Ahmed Ismael Al-dossary, Saif Aldeen Kareem Zughair
article en
2 citations

Abstract

AI-based automatic tracing tended to overestimate certain skeletal values, while manual methods showed greater consistency. Dental measurements were largely comparable across methods. The semi-automatic approach provided a practical balance between accuracy and efficiency, indicating potential for clinical application with further refinement.

BMC Oral HealthVol. 25(1)
Sana'a University (YE), Thamar University (YE), Al-Razi University (YE)
Openalex Percentile: Top 7%
Dental Radiography and Imaging
3.58
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