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口腔医学领域人工智能研究前沿和热点分析 被引量:4

Analysis of frontiers and hotspots of artificial intelligence applied in stomatology
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摘要 目的 对口腔医学领域人工智能研究的前沿和热点进行分析。方法 计算机检索Web of Science数据库核心合集,收集相关研究文献,检索时限为建库至2021年。利用CiteSpace软件进行文献计量学分析。结果 口腔医学领域人工智能的研究总体呈上升趋势,相关研究产出最多的国家是美国。除口腔综合性期刊以外,主要发文期刊为口腔颌面外科学、口腔正畸学和口腔影像学专科期刊。过去10年内,口腔医学领域人工智能研究的主要方向是深度学习和机器人手术;研究的主要数据是口腔影像学资料;口腔头颈部肿瘤尤其是口腔癌是口腔医学领域人工智能研究的热点前沿,人工智能算法模型在辅助口腔疾病诊断和治疗方案决策方面具有潜在医疗价值和经济价值,经口机器人手术在口腔头颈部肿瘤治疗中表现优秀。结论 近10年来,口腔医学领域人工智能研究激增,数字化、智能化是口腔医学研究的热点和前沿。 Objective To analyze the research status and summarize research hotspots and development trends of research on artificial intelligence in stomatology. Methods Data retrieved from the Web of Science Core Collection database from inception to 2021 were analyzed by CiteSpace software. Results The number of publications about artificial intelligence in stomatology was rising. The United States ranked first in terms of publications and cooperation capabilities. Apart from comprehensive stomatology journals, the literature was mainly published by specialist journals of oral and maxillofacial surgery, orthodontic and dental radiology. Oral head and neck tumors were the frontier field of artificial intelligence research in stomatology. Artificial intelligence, including deep learning and neural networks, showed the tremendous potential medical value and economic value in assisting in the diagnosis and treatment decisions of oral diseases. Conclusion The research of artificial intelligence in stomatology has rapidly increased, which is conducive to the development of stomatology in the direction of digitalization, intelligence, and individuation.
作者 唐莉 徐欣 廖玍 TANG Li;XU Xin;LIAO Ga(State Key Laboratory of Oral Diseases&National Clinical Research Center for Oral Diseases West China Hospital of Stomatology,Sichuan University,Chengdu 610041,P.R.China;Department of Cariology and Endodontics,West China Hospital of Stomatology,Sichuan University,Chengdu 610041,P.R.China;Medical Big Data Center,Sichuan University,Chengdu 610041,P.R.China)
出处 《中国循证医学杂志》 CSCD 北大核心 2022年第6期684-691,共8页 Chinese Journal of Evidence-based Medicine
关键词 人工智能 口腔医学 机器人手术 可视化分析 文献计量学 Artificial intelligence Stomatology Robotic surgery Visualization Bibliometric
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