AI-Enabled Dental Care

The emergence and development of artificial intelligence is rapidly promoting dental diagnosis and treatment from experience-driven to data-driven and accurate methods. With the help of AI models based on deep learning, AI has been widely used in dental fields such as oral radiology, orthodontics and maxillofacial surgery, periodontal disease and dental pulp, aesthetic restoration and so on. In addition, AI technology has also made great contributions in forensic dentistry and tele dentistry. The application of a technology can not only improve the limitations of traditional treatment methods, but also improve the accuracy of treatment of dental caries, periapical lesions, and other diseases. However, its clinical promotion is still limited by data imbalance and heterogeneity, privacy and security, lack of model interpretability and lack of standardized evaluation system. In the future, it is urgent to build high-quality multicenter data sets, introduce privacy computing technologies such as federal learning, and improve regulatory and human-computer collaboration specifications, so as to realize the safe and controllable application of AI in dentistry, and promote the overall transformation of oral medicine to prevention oriented, precision diagnosis and intelligent services.

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Publication Details

Journal
Regenerative medicine and dentistry.
Published
2026-03-03
DOI
https://doi.org/10.53941/rmd.2026.100003
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00

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AI-Enabled Dental Care

Lu Bai, Jiacan Su
Regenerative medicine and dentistry.
Dental Radiography and Imaging
article

AI-Enabled Dental Care

Lu Bai, Jiacan Su
article en

Abstract

The emergence and development of artificial intelligence is rapidly promoting dental diagnosis and treatment from experience-driven to data-driven and accurate methods. With the help of AI models based on deep learning, AI has been widely used in dental fields such as oral radiology, orthodontics and maxillofacial surgery, periodontal disease and dental pulp, aesthetic restoration and so on. In addition, AI technology has also made great contributions in forensic dentistry and tele dentistry. The application of a technology can not only improve the limitations of traditional treatment methods, but also improve the accuracy of treatment of dental caries, periapical lesions, and other diseases. However, its clinical promotion is still limited by data imbalance and heterogeneity, privacy and security, lack of model interpretability and lack of standardized evaluation system. In the future, it is urgent to build high-quality multicenter data sets, introduce privacy computing technologies such as federal learning, and improve regulatory and human-computer collaboration specifications, so as to realize the safe and controllable application of AI in dentistry, and promote the overall transformation of oral medicine to prevention oriented, precision diagnosis and intelligent services.

Regenerative medicine and dentistry.Vol. 3(1)
Shanghai University (CN), Wenzhou University (CN), Shanghai Jiao Tong University (CN), XinHua Hospital (CN), Shanghai Institutes for Biological Sciences (CN)
China Association for Science and Technology, National Natural Science Foundation of China
Partnerships for the goals
Openalex Percentile: Top 35%
Dental Radiography and Imaging
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