深度学习在牙髓根尖周病临床诊疗中的应用  

Application of deep learning in clinical diagnosis and treatment of pulpal and periapical diseases

作　　者：叶莉 杜宇[1] Ye Li;Du Yu(Hospital of Stomatology,Guanghua School of Stomatology,Sun Yat-sen University,Guangdong Provincial Key Laboratory of Stomatology,Guangzhou 510055,China)

机构地区：[1]中山大学附属口腔医院,光华口腔医学院,广东省口腔医学重点实验室,广州510055

出　　处：《中华口腔医学研究杂志(电子版)》2024年第6期351-356,共6页Chinese Journal of Stomatological Research(Electronic Edition)

基　　金：广东省自然科学基金(2024A1515012977);中山大学大学生创新训练项目(20240555)。

摘　　要：近年来,人工智能助力临床医学诊疗模式发生重大改变。深度学习(DL)作为人工智能的重要分支,在口腔医学领域包括牙髓根尖周病的诊断和治疗方面展现了巨大潜力。DL模型通过发现并学习数据中的规律,协助口腔医师实现自动化疾病定位、诊断和治疗预后预测等。本文旨在对DL在牙髓根尖周病临床诊疗中的应用进行总结和展望,以期为临床提供参考。Artificial intelligence has significantly reshaped clinical diagnostic and treatment models,with deep learning(DL)emerging as a key contributor.In the field of dentistry,DL has demonstrated remarkable potential,particularly in the diagnosis and treatment of pulpal and periapical diseases.By recognizing and learning patterns within data,DL models assist dentists in automating disease localization,diagnosis,and prognosis prediction.This article seeks to review the application of DL in the clinical management of pulpal and periapical diseases,offering insights that may serve as a useful reference for clinical practice.

关 键 词：人工智能 深度学习 牙髓根尖周病 

分 类 号：R78[医药卫生—口腔医学]