Progress on application of artificial intelligence technology in orthodontic diagnosis and treatment
10.12016/j.issn.2096-1456.2022.04.008
- Author:
MA Jianbin
1
,
2
,
3
;
XUE Chaoran
1
,
2
,
3
;
BAI Ding
1
,
2
,
3
Author Information
1. State Key Laboratory of Oral Diseases &
2. National Clinical Research Center for Oral Diseases &
3. Department of Orthodontics, West China Hospital of Stomatology, Sichuan University
- Publication Type:Review
- Keywords:
artificial intelligence;
machine learning;
convolutional neural network;
artificial neural network;
support vector machine;
orthodontic diagnosis and treatment;
automatic landmarking;
tooth segmentation
- From:
Journal of Prevention and Treatment for Stomatological Diseases
2022;30(4):278-282
- CountryChina
- Language:Chinese
-
Abstract:
In recent years, artificial intelligence technology has developed rapidly and has been gradually applied to the fields of clinical image data processing, auxiliary diagnosis and prognosis evaluation. Research has shown that it can simplify doctors’ clinical tasks, quickly provide analysis and processing results, and has high accuracy. In terms of orthodontic diagnosis and treatment, artificial intelligence can assist in the rapid fixation of two-dimensional and three-dimensional cephalometric measurements. In addition, it is also widely used in the efficient processing and analysis of three-dimensional dental molds data, and shows considerable advantages in determining deciding whether orthodontic treatment needs tooth extraction, thus assisting in judging the stage of growth and development, orthodontic prognosis and aesthetic evaluation. Although the application of artificial intelligence technology is limited by the quantity and quality of training data, combining it with orthodontic clinical diagnosis and treatment can provide faster and more effective analysis and diagnosis and support more accurate diagnosis and treatment decisions. This paper reviews the current application of artificial intelligence technology in orthodontic diagnosis and treatment in the hope that orthodontists can rationally treat and use artificial intelligence technology in the clinic, and make artificial intelligence better serve orthodontic clinical diagnosis and treatment, so as to promote the further development of intelligent orthodontic diagnosis and treatment processes.
- Full text:人工智能技术在口腔正畸诊疗中的应用研究进展.pdf
