Progress in application of deep learning in orthodontic diagnosis and treatment.
10.3760/cma.j.cn112144-20220712-00381
- VernacularTitle:深度学习在口腔正畸诊疗中的应用进展
- Author:
Hai Wen CHEN
1
;
Yan Ning MA
1
;
Ruo Yan ZHANG
1
;
Zuo Lin JIN
1
Author Information
1. Department of Orthodontics, School of Stomatology, The Fourth Military Medical University & State Key Laboratory of Military Stomatology & National Clinical Research Center for Oral Diseases & Shaanxi Clinical Research Center for Oral Diseases, Xi'an 710032, China.
- Publication Type:Review
- MeSH:
Humans;
Artificial Intelligence;
Deep Learning;
Dental Care;
Forecasting;
Orthodontics
- From:
Chinese Journal of Stomatology
2022;57(11):1182-1187
- CountryChina
- Language:Chinese
-
Abstract:
In recent years, the application of artificial intelligence technology in the field of orthodontics has gradually increased, and deep learning, as a hot direction, has also been rapidly applied in the detection, evaluation, diagnosis, prediction and effect evaluation. At present, deep learning research has the advantages of high efficiency and accuracy, but it also has limitations such as weak interpretability and insufficient data volume. This paper reviewed the proposal and development of deep learning, the application in orthodontic diagnosis and treatment, as well as the limitations and countermeasures of the popularization, and prospect of the future research.
