Zeeshan Heera Ahmed, Abdullah Muharib Almuharib, Abdulrahman Abdullah Abdulkarim, Abdulaziz Hassoon Alhassoon, Abdullah Fahad Alanazi, Muhannad Abdullah Alhaqbani, Mohammed Saif Alshalawi, Abdullah Khalid Almuqayrin, Mohammed Ibrahim Almahmoud
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The aim of this comprehensive review is to report on the application and performance of AI models designed for application in the field of endodontics.</p><p><strong>Materials and methods: </strong>PubMed, Web of Science, and Google Scholar were searched to collect the most relevant articles using terms, such as AI, endodontics, and dentistry. This review included 56 papers related to AI and its application in endodontics.</p><p><strong>Result: </strong>The applications of AI were in detecting and diagnosing periapical lesions, assessing root fractures, working length determination, prediction for postoperative pain, studying root canal anatomy and decision-making in endodontics for retreatment. The accuracy of AI in performing these tasks can reach up to 90%.</p><p><strong>Conclusion: </strong>Artificial intelligence has valuable applications in the field of modern endodontics with promising results. 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引用次数: 0
摘要
目的和背景:自从人工智能(AI)被引入牙科以来,它已成为许多领域的重要和有价值的工具。它被应用于不同的专业领域,具有不同的用途,例如诊断口腔癌、牙周病和龋齿,以及正颌外科手术的治疗计划和结果预测。本综述旨在报告为应用于牙髓病学领域而设计的人工智能模型的应用和性能:对 PubMed、Web of Science 和 Google Scholar 进行了检索,使用人工智能、牙髓病学和牙科等术语收集最相关的文章。本综述包括 56 篇与人工智能及其在牙髓病学中的应用相关的论文:结果:人工智能在根管治疗学中的应用包括检测和诊断根尖周病变、评估根折、确定工作长度、预测术后疼痛、研究根管解剖以及再治疗决策。人工智能执行这些任务的准确率可达 90%:结论:人工智能在现代牙髓病学领域的应用很有价值,并取得了可喜的成果。较大的多中心数据集可为人工智能模型提供外部有效性:在牙科领域,人工智能模型专门用于诊断口腔疾病,从龋齿等常见问题到牙周病和口腔癌等更复杂的疾病。人工智能模型可以帮助牙髓病学的诊断、治疗规划和患者管理。与锥形束计算机断层扫描(CBCT)等现代工具一起,人工智能可以成为临床医生的宝贵助手。如何引用本文:人工智能及其在牙髓病学中的应用:综述。J Contemp Dent Pract 2023;24(11):912-917.
Artificial Intelligence and Its Application in Endodontics: A Review.
Aim and background: Artificial intelligence (AI) since it was introduced into dentistry, has become an important and valuable tool in many fields. It was applied in different specialties with different uses, for example, in diagnosis of oral cancer, periodontal disease and dental caries, and in the treatment planning and predicting the outcome of orthognathic surgeries. The aim of this comprehensive review is to report on the application and performance of AI models designed for application in the field of endodontics.
Materials and methods: PubMed, Web of Science, and Google Scholar were searched to collect the most relevant articles using terms, such as AI, endodontics, and dentistry. This review included 56 papers related to AI and its application in endodontics.
Result: The applications of AI were in detecting and diagnosing periapical lesions, assessing root fractures, working length determination, prediction for postoperative pain, studying root canal anatomy and decision-making in endodontics for retreatment. The accuracy of AI in performing these tasks can reach up to 90%.
Conclusion: Artificial intelligence has valuable applications in the field of modern endodontics with promising results. Larger and multicenter data sets can give external validity to the AI models.
Clinical significance: In the field of dentistry, AI models are specifically crafted to contribute to the diagnosis of oral diseases, ranging from common issues such as dental caries to more complex conditions like periodontal diseases and oral cancer. AI models can help in diagnosis, treatment planning, and in patient management in endodontics. Along with the modern tools like cone-beam computed tomography (CBCT), AI can be a valuable aid to the clinician. How to cite this article: Ahmed ZH, Almuharib AM, Abdulkarim AA, et al. Artificial Intelligence and Its Application in Endodontics: A Review. J Contemp Dent Pract 2023;24(11):912-917.
期刊介绍:
The Journal of Contemporary Dental Practice (JCDP), is a peer-reviewed, open access MEDLINE indexed journal. The journal’s full text is available online at http://www.thejcdp.com. The journal allows free access (open access) to its contents. Articles with clinical relevance will be given preference for publication. The Journal publishes original research papers, review articles, rare and novel case reports, and clinical techniques. Manuscripts are invited from all specialties of dentistry i.e., conservative dentistry and endodontics, dentofacial orthopedics and orthodontics, oral medicine and radiology, oral pathology, oral surgery, orodental diseases, pediatric dentistry, implantology, periodontics, clinical aspects of public health dentistry, and prosthodontics.