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Visual Analysis of Knowledge Map of Traditional Chinese Medicine in Prevention and Treatment of Pulmonary Interstitial Fibrosis Based on CiteSpace
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作者 张慧莹 蒋先伟 马战平 《World Journal of Integrated Traditional and Western Medicine》 2023年第2期24-36,共13页
Objective: To analyze the relevant research literature on the prevention and treatment of pulmonary interstitial fibrosis with traditional Chinese medicine (TCM), understand the current research status, hot spots and ... Objective: To analyze the relevant research literature on the prevention and treatment of pulmonary interstitial fibrosis with traditional Chinese medicine (TCM), understand the current research status, hot spots and future development trend in this field, and provide basis and feasible suggestions for further research in this field. Methods: The journal literatures related to the prevention and treatment of pulmonary interstitial fibrosis with TCM in recent 20 years in CNKI database were searched and passed through CiteSpace 5.8.R3 generates the knowledge map of relevant literature authors, document issuing institutions and keywords, and makes visual analysis. Results: A total of 1,576 documents were included, and the annual number of documents showed a fluctuating upward trend, forming a relatively stable research team represented by authors such as LYU Xiaodong, PANG Lijian and LIU Chuang;According to the atlas of document issuing institutions, Shandong University of Traditional Chinese Medicine and its affiliated hospitals ranked first in the number of documents issued, and the cooperation between institutions is dominated by the University of traditional Chinese medicine and its affiliated hospitals;Keyword cluster analysis shows that a large number of studies have been carried out in the field of etiology and pathogenesis, TCM compound, clinic and experiment. Conclusion: The research on the prevention and treatment of pulmonary interstitial fibrosis with TCM has a high degree of attention, but the cooperation network between the research authors and institutions needs to be strengthened. The research on the pathogenesis and improving the quality of life of patients is the trend of development in the future. 展开更多
关键词 Pulmonary interstitial fibrosis CiteSpace software knowledge atlas Visual analysis Traditional Chinese medicine
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基于知识图谱的疾病筛查模型研究:以新型冠状病毒肺炎为例 被引量:1
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作者 夏寒 夏天 +4 位作者 张诚 钱晨嗣 刘星航 杨妹 李润美 《中国卫生资源》 北大核心 2022年第6期799-802,共4页
目的形成一套基于机器学习等技术、面向疾病筛查的模型构建方法与路径,推进我国常见疾病、传染病的预测预防与早期干预。方法以新型冠状病毒肺炎为例,基于统计学和知识图谱理论,利用大数据和机器学习技术,提取疾病数据集的特征数据,构... 目的形成一套基于机器学习等技术、面向疾病筛查的模型构建方法与路径,推进我国常见疾病、传染病的预测预防与早期干预。方法以新型冠状病毒肺炎为例,基于统计学和知识图谱理论,利用大数据和机器学习技术,提取疾病数据集的特征数据,构建基于机器学习的疾病早期筛查模型。结果对500例风险人员进行模型测试,并依据核酸检测结果评价模型的准确率,测试结果表明,模型有较高的准确率。结论研究构建的疾病筛查模型较好地解决了传统疾病筛查效率低、准确性差的瓶颈问题,实现了居民及医疗机构对疾病的早期筛查与识别,可以在不同医疗机构以及互联网端推广使用。 展开更多
关键词 机器学习machine learning 知识图谱knowledge atlas 疾病筛查模型disease screening model 传染病筛查infectious disease screening 新型冠状病毒肺炎COVID-19
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