Establishment and evaluation of a similarity measurement model for orthognathic patients based on the 3D craniofacial features
10.19723/j.issn.1671-167X.2025.01.019
- VernacularTitle:基于牙颌面畸形患者三维颅面特征相似性度量模型的建立及评估
- Author:
Ling WU
1
;
Jiakun FANG
1
;
Xiaojing LIU
1
;
Zili LI
1
;
Yang LI
1
;
Xiaoxia WANG
1
Author Information
1. 北京大学口腔医学院·口腔医院口腔颌面外科,国家口腔医学中心,国家口腔疾病临床医学研究中心,口腔生物材料和数字诊疗装备国家工程研究中心,北京 100081
- Publication Type:Journal Article
- Keywords:
Dentofacial deformities;
Craniofacial similarity;
3D morphological features
- From:
Journal of Peking University(Health Sciences)
2025;57(1):128-135
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To establish a similarity measurement model for patients with dentofacial deformity based on 3D craniofacial features and to validate the similarity results with quantifying subjec-tive expert scoring.Methods:In the study,52 cases of patients with skeletal Class Ⅲ malocclusions who underwent bimaxillary surgery and preoperative orthodontic treatment at Peking University School and Hospital of Stomatology from January 2020 to December 2022,including 26 males and 26 females,were selected and divided into 2 groups by sex.One patient in each group was randomly selected as a reference sample,and the others were set as test samples.Three senior surgeons rated the similarity scores between the test samples and the reference sample.Similarity scores ranged from 1 to 10,where 1 was completely different,and 10 was exactly the same.Scores larger than 7.5 was considered as clinical-ly similar.Preoperative cone beam computed tomography(CBCT)and 3D facial images of the patients were collected.The three-dimensional hard and soft tissue features,including distances,angles and 3D point cloud features were extracted.The similarity measurement model was then established to fit with the experts'similarity scoring by feature selection algorithm and linear regression model.To verify the relia-bility of the model,14 new patients were selected and input to similarity measurement model for finding similar cases.The similarity scoring of these similar cases were rated by experts,and used to evaluate the reliability of the model.Results:The similarity metric models indicated that the features of the middle and lower craniofacial features were the main features to influence the craniofacial similarity.The main features that were related to the expert's similarity scoring included distance of anterior nasal spine-menton(ANS-Me),distance of right upper canion point-Frankfurt horizontal plane(U3RH),distance of left superior point of the condyle-left gonion(CoL-GoL),distance of left gonion-menton(CoL-Me),dis-tance of pogonion-midsagittal plane(Pog-MSP),distance of right alar base-left alar base(AlR-AlL),angle of pronasale-soft tissue pogonion-labrale inferius(Pn-Pog'-Li),distance of trichion-right tragus(Tri-TraR),distance of left exocanthion-left alar base(ExL-AlL),lower 1/3 of skeletal face,middle and lower 2/3 of skeletal face and upper lip region of soft tissue.Fourteen new patients were chosen to evaluate the model.The similar cases selected by the model had an average experts'similarity scoring of 7.627±0.711,which was not significantly different with 7.5.Conclusion:The similarity measurement model established by this model could find the similar cases which highly matched experts'subjective simi-larity scoring.The study could be further used for similar cases retrieval in skeletal Ⅲ malocclusion patients.
