The impact of artificial intelligence on orthodontics: a systematic review of applications and implications.

IF 1.1 Q3 DENTISTRY, ORAL SURGERY & MEDICINE
Salvatore LA Rosa, Hande Uzunçibuk, Luis Eduardo Almeida, Aida Meto, Vishnu Priya Veeraraghavan, Artak Heboyan
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Abstract

Introduction: Artificial intelligence (AI) has emerged as a revolutionary technology with diverse applications across various domains, orthodontics included. This review article explores the widespread applications of AI in orthodontics and discusses the advantages and potential implications of AI in this specialized domain. The use of AI algorithms and machine learning techniques has shown promise in enhancing orthodontic diagnosis, automating cephalometric tracing, estimating growth and development, assessing facial proportions, aiding in orthodontic treatment planning, guiding decisions on orthognathic surgery, and facilitating image segmentation and landmark identification. By leveraging AI technologies, orthodontists can improve efficiency, accuracy, and decision-making in patient care.

Evidence acquisition: To assess the available literature on the subject, selective database searches were done up until September 2023. With the assistance of a health-sciences librarian, a search strategy that utilized all discovered key words and free-standing terms was developed. Embase, Scopus, PubMed, and Web of Science were the databases used.

Evidence synthesis: Following a thorough analysis of the complete texts of those papers, 30 studies were deemed suitable for inclusion in the review.

Conclusions: The review highlights the need for standardized assessment methods and the integration of AI into orthodontic research to further enhance clinical examinations and uncover new insights. Future directions may involve developing cloud-based platforms for data integration and sharing, leveraging large datasets for improved predictive results, and expanding AI applications in orthodontic research. Overall, AI holds significant potential in transforming orthodontic practice and improving patient outcomes.

人工智能对正畸的影响:应用和影响的系统回顾。
人工智能(AI)已经成为一项革命性的技术,在各个领域都有不同的应用,包括口腔正畸。本文综述了人工智能在口腔正畸中的广泛应用,并讨论了人工智能在这一专业领域的优势和潜在意义。人工智能算法和机器学习技术的使用在增强正畸诊断、自动化头部测量追踪、估计生长和发育、评估面部比例、帮助正畸治疗计划、指导正畸手术决策以及促进图像分割和地标识别方面显示出了希望。通过利用人工智能技术,正畸医生可以提高患者护理的效率、准确性和决策。证据获取:为了评估关于该主题的可用文献,在2023年9月之前进行了选择性数据库检索。在一位健康科学图书管理员的协助下,开发了一种利用所有发现的关键词和独立术语的搜索策略。使用的数据库有Embase、Scopus、PubMed和Web of Science。证据综合:在对这些论文全文进行全面分析后,认为有30项研究适合纳入本综述。结论:该综述强调了标准化评估方法和将人工智能融入正畸研究的必要性,以进一步加强临床检查并发现新的见解。未来的方向可能包括开发基于云的数据集成和共享平台,利用大型数据集来改进预测结果,以及扩大人工智能在正畸研究中的应用。总的来说,人工智能在改变正畸实践和改善患者预后方面具有巨大的潜力。
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来源期刊
Minerva dental and oral science
Minerva dental and oral science DENTISTRY, ORAL SURGERY & MEDICINE-
CiteScore
2.50
自引率
5.00%
发文量
61
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