The Role of Artificial Intelligence in Dental Diagnosis

Sabira Arefin
{"title":"The Role of Artificial Intelligence in Dental Diagnosis","authors":"Sabira Arefin","doi":"10.18535/ijsrm/v12i07.mp05","DOIUrl":null,"url":null,"abstract":"This paper discusses the potential role of artificial intelligence in enhancing dental diagnosis and care delivery. It describes how AI shows promise in automatic detection of abnormalities in dental images, personalised disease risk assessment through predictive modelling, and generation of comprehensive examination reports. The ability of AI to analyse patterns across medical imaging, genetics, lifestyle factors and health records enables more holistic understanding of oral health in relation to systemic conditions. Clinical decision support through differential diagnoses and evidence-based treatment recommendations aims to augment dentists' decision making. Seamless integration of AI into clinical workflows through interfaces is emphasised as important for adoption. Challenges around data and model validation are also addressed. Continued development of AI aims to realise benefits like earlier disease identification and more proactive, personalised care approaches","PeriodicalId":503013,"journal":{"name":"International Journal of Scientific Research and Management (IJSRM)","volume":"100 27","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Scientific Research and Management (IJSRM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18535/ijsrm/v12i07.mp05","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper discusses the potential role of artificial intelligence in enhancing dental diagnosis and care delivery. It describes how AI shows promise in automatic detection of abnormalities in dental images, personalised disease risk assessment through predictive modelling, and generation of comprehensive examination reports. The ability of AI to analyse patterns across medical imaging, genetics, lifestyle factors and health records enables more holistic understanding of oral health in relation to systemic conditions. Clinical decision support through differential diagnoses and evidence-based treatment recommendations aims to augment dentists' decision making. Seamless integration of AI into clinical workflows through interfaces is emphasised as important for adoption. Challenges around data and model validation are also addressed. Continued development of AI aims to realise benefits like earlier disease identification and more proactive, personalised care approaches
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
人工智能在牙科诊断中的作用
本文讨论了人工智能在加强牙科诊断和护理服务方面的潜在作用。它描述了人工智能如何在自动检测牙科图像异常、通过预测建模进行个性化疾病风险评估以及生成综合检查报告方面大显身手。人工智能能够分析医学影像、遗传学、生活方式因素和健康记录的模式,从而能够更全面地了解口腔健康与全身状况的关系。通过鉴别诊断和循证治疗建议提供临床决策支持,旨在增强牙医的决策能力。通过接口将人工智能无缝集成到临床工作流程中对于采用人工智能非常重要。此外,还讨论了数据和模型验证方面的挑战。人工智能的持续发展旨在实现更早的疾病识别和更积极主动的个性化护理方法等优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Transformative Impacts of Chinese FDI: Catalyzing Technological Advancements and Economic Growth in Morocco Development Strategy for Seaweed Agroindustry on Household Scale in Mataram City Road Safety Services of a Transport Service Provider: Basis for an Operational Manual Status and Compliance of Senior High School Voucher Program among Private Schools in NCR: A Quality Assurance Review Making Magnetism
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1