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人工智能对牙周病诊断的推动作用:简要概述。

The Impetus of Artificial Intelligence on Periodontal Diagnosis: A Brief Synopsis.

作者信息

Cholan Priyanka, Ramachandran Lakshmi, Umesh Santo G, P Sucharitha, Tadepalli Anupama

机构信息

Periodontics, Sri Ramaswamy Memorial (SRM) Dental College & Hospital, Chennai, IND.

Periodontics & Oral Implantology, Sri Ramaswamy Memorial (SRM) Dental College & Hospital, Chennai, IND.

出版信息

Cureus. 2023 Aug 16;15(8):e43583. doi: 10.7759/cureus.43583. eCollection 2023 Aug.

Abstract

The current advances in digitized data additions, machine learning and computing framework, lead to the swiftly emerging concept of "Artificial Intelligence" (AI), that are developing into areas that were formerly contemplated for human expertise. AI is a relatively rapid paced mechanics wherein the computer technology is tuned to perform human tasks. An auxiliary domain of AI is machine learning (ML), and Deep learning, a subclass of ML technique comprehends multi-layer mathematical operations. AI-based applications have tremendous potential to improve and systematize patient care thereby alleviating dentists from laborious regular tasks, and facilitate personalized, predictive and preventive dentistry. In the dental clinic, AI can execute a variety of easy tasks with greater accuracy, minimal manpower, and with fewer mistakes over human equivalents. These tasks range from appointment scheduling and coordination to helping with clinical evaluation and therapy. Besides, this could assist in the early diagnosis of dental and maxillofacial abnormalities like periodontal ailments, root caries, bony lesions, and facial malformations in addition to automatically identifying and classifying dental restorations on digital radiographs. This brusque narrative review describes the AI-based systems, their respective applications in periodontal diagnosis, the multifarious studies, possible limitations and the predictable future of AI-based dental diagnostics and treatment planning.

摘要

数字化数据添加、机器学习和计算框架方面的当前进展,催生了迅速兴起的“人工智能”(AI)概念,其正在向以前由人类专业知识主导的领域发展。人工智能是一种发展相对迅速的机制,其中计算机技术被调整以执行人类任务。人工智能的一个辅助领域是机器学习(ML),而深度学习作为机器学习技术的一个子类,包含多层数学运算。基于人工智能的应用具有巨大潜力,可以改善和系统化患者护理,从而使牙医从繁重的日常任务中解脱出来,并促进个性化、预测性和预防性牙科的发展。在牙科诊所,人工智能可以以更高的准确性、最少的人力和比人类更少的错误执行各种简单任务。这些任务从预约安排和协调到协助临床评估和治疗不等。此外,这有助于早期诊断牙周疾病、根龋、骨病变和面部畸形等口腔颌面部异常情况,还能在数字X光片上自动识别和分类牙齿修复体。这篇简短的叙述性综述描述了基于人工智能的系统、它们在牙周诊断中的各自应用、各种研究、可能的局限性以及基于人工智能的牙科诊断和治疗计划的可预见未来。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e8f/10503663/2740da6e42fd/cureus-0015-00000043583-i01.jpg

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