Parvathi Sudeep, P. Gehlot, Brindha Murali, A. Mariswamy
{"title":"Artificial intelligence in endodontics: A narrative review","authors":"Parvathi Sudeep, P. Gehlot, Brindha Murali, A. Mariswamy","doi":"10.4103/jioh.jioh_257_22","DOIUrl":null,"url":null,"abstract":"Aim: With the help of developments in artificial intelligence (AI), picture archiving systems, and computer-aided diagnostic systems, dentists have been able to augment the quality of treatment and ensure a favorable outcome, by improving and facilitating the delivery of appropriate dental care. There has been a breakthrough in designing the diagnosis, treatment plans, and predicting prognoses recently, which has helped to explore newer options for better treatment. Materials and Methods: A literature search was conducted using MeSH terms in a variety of databases, including PubMed, Cochrane, Scopus, and Web of Science, to gather information on “Artificial intelligence (AI) in endodontics.” Unpublished data, literature written in other languages, and articles with only abstracts were discarded. Forty-one relevant articles were included. Results: Since there were not many papers referring to AI in endodontics, papers published relating to AI in dentistry were also referred. The search showed that the use of AI in dentistry, specifically in endodontics, has enormous promise. Although useful, AI has its disadvantages as well as the need for long-term studies. Conclusion: AI, consisting of a sequence of algorithms, work on a concept that mimics the human brain and thinking. AI in endodontics has been used widely in locating apical foramina, identifying periapical pathologies, diagnosis of vertical root fractures, evaluating the outcome of regenerative procedures and retreatments, and assessment of root morphologies and difficulties associated with canal preparations. Being a potential game changer and beginning something called a “fourth industrial revolution,” AI has what it takes to revolutionize endodontics with time.","PeriodicalId":16138,"journal":{"name":"Journal of International Oral Health","volume":"15 1","pages":"134 - 141"},"PeriodicalIF":0.5000,"publicationDate":"2023-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of International Oral Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4103/jioh.jioh_257_22","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"DENTISTRY, ORAL SURGERY & MEDICINE","Score":null,"Total":0}
引用次数: 0
Abstract
Aim: With the help of developments in artificial intelligence (AI), picture archiving systems, and computer-aided diagnostic systems, dentists have been able to augment the quality of treatment and ensure a favorable outcome, by improving and facilitating the delivery of appropriate dental care. There has been a breakthrough in designing the diagnosis, treatment plans, and predicting prognoses recently, which has helped to explore newer options for better treatment. Materials and Methods: A literature search was conducted using MeSH terms in a variety of databases, including PubMed, Cochrane, Scopus, and Web of Science, to gather information on “Artificial intelligence (AI) in endodontics.” Unpublished data, literature written in other languages, and articles with only abstracts were discarded. Forty-one relevant articles were included. Results: Since there were not many papers referring to AI in endodontics, papers published relating to AI in dentistry were also referred. The search showed that the use of AI in dentistry, specifically in endodontics, has enormous promise. Although useful, AI has its disadvantages as well as the need for long-term studies. Conclusion: AI, consisting of a sequence of algorithms, work on a concept that mimics the human brain and thinking. AI in endodontics has been used widely in locating apical foramina, identifying periapical pathologies, diagnosis of vertical root fractures, evaluating the outcome of regenerative procedures and retreatments, and assessment of root morphologies and difficulties associated with canal preparations. Being a potential game changer and beginning something called a “fourth industrial revolution,” AI has what it takes to revolutionize endodontics with time.
目的:借助人工智能(AI)、图像存档系统和计算机辅助诊断系统的发展,牙医已经能够通过改进和促进适当的牙科护理的提供来提高治疗质量并确保良好的结果。最近在设计诊断、治疗计划和预测预后方面取得了突破,这有助于探索更好的治疗新选择。材料和方法:在PubMed、Cochrane、Scopus和Web of Science等多个数据库中使用MeSH术语进行文献检索,收集有关“牙髓学中的人工智能(AI)”的信息。未发表的数据、用其他语言写的文献和只有摘要的文章被丢弃。其中包括41条相关条款。结果:由于涉及牙髓学人工智能的论文不多,我们也参考了与牙科人工智能相关的论文。研究表明,人工智能在牙科,特别是牙髓学中的应用具有巨大的前景。尽管人工智能很有用,但它也有缺点,也需要长期研究。结论:人工智能由一系列算法组成,致力于模仿人类大脑和思维的概念。人工智能在牙髓学中被广泛应用于定位根尖孔、识别根尖周围病变、诊断垂直根骨折、评估再生手术和再治疗的结果、评估根形态和根管准备相关的困难。作为一个潜在的游戏规则改变者,并开始了所谓的“第四次工业革命”,人工智能有能力随着时间的推移彻底改变牙髓学。
期刊介绍:
It is a journal aimed for research, scientific facts and details covering all specialties of dentistry with a good determination for exploring and sharing the knowledge in the medical and dental fraternity. The scope is therefore huge covering almost all streams of dentistry - starting from original studies, systematic reviews, narrative reviews, very unique case reports. Our journal appreciates research articles pertaining with advancement of dentistry. Journal scope is not limited to these subjects and is more wider covering all specialities of dentistry follows: Preventive and Community Dentistry (Dental Public Health) Endodontics Oral and Maxillofacial Pathology Oral and Maxillofacial Radiology Oral and Maxillofacial Surgery (also called Oral Surgery) Orthodontics and Dentofacial Orthopaedics Periodontology (also called Periodontics) Pediatric Dentistry (also called Pedodontics) Prosthodontics (also called Prosthetic Dentistry) Oral Medicine Special Needs Dentistry (also called Special Care Dentistry) Oral Biology Forensic Odontology Geriatric Dentistry or Geriodontics Implantology Laser and Aesthetic Dentistry.