The Transformative Role of Artificial Intelligence in Dentistry: A Comprehensive Overview. Part 1: Fundamentals of AI, and its Contemporary Applications in Dentistry

IF 3.7 3区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE International dental journal Pub Date : 2025-04-01 Epub Date: 2025-03-11 DOI:10.1016/j.identj.2025.02.005
Lakshman Samaranayake , Nozimjon Tuygunov , Falk Schwendicke , Thanaphum Osathanon , Zohaib Khurshid , Shukhrat A. Boymuradov , Arief Cahyanto
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Abstract

Artificial intelligence (AI) holds immense promise in revolutionising dentistry, spanning, diagnostics, treatment planning and educational realms. This narrative review, in two parts, explores the fundamentals and the multifaceted potential of AI in dentistry. The current article explores the profound impact of AI in dentistry, encompassing diagnostic tools, treatment planning, and patient care. The Part 2 of the article delves into the potential of AI in patient education, ethics and the FDI communique on AI in dentistry. The review begins by elucidating the historical context of AI, outlining its recent widespread use in various sectors, including medicine and dentistry. The narrative delves into the fundamental concepts of AI, which entails developing machines capable of executing tasks that typically necessitate human intellect. In the biomedical realm, AI has evolved from exploring computational models to constructing systems for clinical data processing and interpretation, aiming to enhance medical/dental decision-making. The discussion delves into the pivotal role of AI models in dentistry, such as Large Language Models (LLM), Large Vision Models (LVM), and Multimodality Models (MM), revolutionizing processes from clinical documentation to treatment planning. The narrative extends to the applications of AI in dental specialties such as periodontics, endodontics, oral medicine and pathology, restorative dentistry, prosthodontics, paediatric dentistry, forensic odontology, oral and maxillofacial surgery, orthodontics, and orofacial pain management. AI's role in improving treatment outcomes, diagnostic accuracy, and decision-making processes is evident across these specialties, showcasing its potential in transforming dental care. The review concludes by highlighting the need for continued validation, interdisciplinary collaboration, and regulatory frameworks to ensure the seamless integration of AI into dentistry, paving the way for enhanced patient outcomes and evidence-based practice in the field.
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人工智能在牙科中的变革作用:全面概述。第1部分:人工智能的基本原理及其在牙科中的当代应用。
人工智能(AI)在革新牙科、跨界、诊断、治疗计划和教育领域具有巨大的前景。这篇叙述性的评论,分为两部分,探讨了牙科人工智能的基本原理和多方面的潜力。本文探讨了人工智能在牙科领域的深远影响,包括诊断工具、治疗计划和患者护理。文章的第二部分深入探讨了人工智能在患者教育、伦理和牙科人工智能的FDI公报中的潜力。本文首先阐述了人工智能的历史背景,概述了人工智能最近在包括医学和牙科在内的各个领域的广泛应用。故事深入探讨了人工智能的基本概念,即开发能够执行通常需要人类智慧的任务的机器。在生物医学领域,人工智能已经从探索计算模型发展到构建临床数据处理和解释系统,旨在增强医疗/牙科决策。讨论深入探讨了人工智能模型在牙科中的关键作用,如大语言模型(LLM),大视觉模型(LVM)和多模态模型(MM),彻底改变了从临床文档到治疗计划的过程。该叙述扩展到人工智能在牙科专业的应用,如牙周病、牙髓学、口腔医学和病理学、修复牙科、修复口腔、儿科牙科、法医牙科学、口腔颌面外科、正畸学和口面部疼痛管理。人工智能在改善治疗结果、诊断准确性和决策过程方面的作用在这些专业中都很明显,展示了它在改变牙科保健方面的潜力。该综述最后强调了持续验证、跨学科合作和监管框架的必要性,以确保人工智能与牙科的无缝整合,为提高患者治疗效果和该领域的循证实践铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International dental journal
International dental journal 医学-牙科与口腔外科
CiteScore
4.80
自引率
6.10%
发文量
159
审稿时长
63 days
期刊介绍: The International Dental Journal features peer-reviewed, scientific articles relevant to international oral health issues, as well as practical, informative articles aimed at clinicians.
期刊最新文献
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