人工智能在牙科诊断中的作用

Sabira Arefin
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引用次数: 0

摘要

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。
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The Role of Artificial Intelligence in Dental Diagnosis
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
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