牙科中的人工智能:一个参考文献分析.
Jiangheng Long1, Lei Yang1, Jinge Dou1
1State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Research Center for Oral Diseases & Department of Operative Dentistry & Endodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China.
British dental journal
|October 17, 2025
概括
牙科领域的人工智能 (AI) 正在快速发展,关键研究重点是疾病诊断和治疗. 进一步的AI模型开发和数据优化对于其在牙科应用中的全部潜力至关重要.
科学领域:
- 牙科 牙科是指牙科的专业.
- 人工智能的人工智能
- 图书统计学 图书统计学
背景情况:
- 人工智能 (AI) 在牙科中的应用是一个日益增长的研究领域.
- 了解当前的景观和未来的方向对于发展至关重要.
研究的目的:
- 为了对人工智能在牙科中的应用进行文献分析.
- 确定研究的边界,趋势和局限性.
- 为未来牙科人工智能发展提供见解.
主要方法:
- 来自Web of Science核心收藏的文献的图书统计分析.
- 利用CiteSpace进行作者,国家,机构和关键词分析.
- 可视化数据以识别趋势和集群.
主要成果:
- 自2019年以来,对牙科人工智能的研究急剧增加.
- 中国和美国在出版物方面处于领先地位.
- 关键的研究方向包括技术应用和牙科子专业.
- 卷积神经网络和监督机器学习显示持续的兴趣.
结论:
- 目前的研究热点集中在口腔疾病的诊断和治疗上.
- 需要进一步优化人工智能模型,训练数据和分析能力.
- 实现人工智能在牙科领域的全部潜力需要持续发展.
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