高频心电技术研究进展
2(南京医科大学生物医学工程与信息学院, 南京 211166)Research Progress of High Frequency ElectrocardiographyXing Yantao1, Li Jiayi1, Xiao Zhijun1, Li Jianqing1,2, Liu Chengyu1#*1(State Key Laboratory of Bioelectronics, School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China)
2(School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing 211166, China)摘要图/表参考文献相关文章(1) 摘要 心电图的发明为心血管疾病的诊断、预防与治疗提供了丰富的信息,然而心电图背后的信息却远不止这些。新一代高频心电技术能够挖掘更深层次的人体生理信息,进一步弥补常规心电在心肌缺血诊断以及自主神经系统状态评估上的不足。从高频心电技术的原理及发展历史出发,分别在信号传感、采集系统、信号去噪以及特征工程等4个方面对高频心电的关键技术进行综述。基于这些技术的发展,进一步总结高频心电技术在心肌缺血和自主神经系统状态评估方面的临床实践和应用成果,并对高频心电在实际应用中的技术局限及未来发展进行分析与讨论。服务把本文推荐给朋友加入我的书架加入引用管理器 E-mail AlertRSS作者相关文章邢彦涛李嘉懿肖志军李建清刘澄玉关键词 ：高频心电, 智慧医疗, 大数据, 特征工程 Abstract：The invention of the electrocardiogram provides rich information for the diagnosis, prevention, and treatment of cardiovascular diseases, but the information behind the electrocardiogram is far more than that. The new generation of high-frequency ECG technology can mine deeper human physiological information and further make up for the shortcomings of conventional ECG in the diagnosis of myocardial ischemia and the evaluation of autonomic nerves system status. Starting from the principle and development history of high-frequency ECG technology, this paper summarized the key technologies of high-frequency ECG technology in four aspects including signal sensing, acquisition system, signal denoising, and feature engineering. Based on the development of these technologies, this paper further summarized the achievements and applications of high-frequency ECG technology in the clinical practice of myocardial ischemia and autonomic nerves system status assessment, and analyzed and discussed the technical limitations of high-frequency ECG in practical application and the future development direction.Key words：high frequency ECG intelligent medical treatment big data feature engineering收稿日期: 2022-08-11 基金资助:国家自然科学基金 (62171123, 62071241)通讯作者:*E-mail: chengyu@seu.edu.cn 作者简介: #中国生物医学工程学会高级会员(Senior member, Chinese Society of Biomedical Engineering)引用本文: 邢彦涛, 李嘉懿, 肖志军, 李建清, 刘澄玉. 高频心电技术研究进展[J]. 中国生物医学工程学报, 2023, 42(4): 461-474.
Xing Yantao, Li Jiayi, Xiao Zhijun, Li Jianqing, Liu Chengyu. Research Progress of High Frequency Electrocardiography. Chinese Journal of Biomedical Engineering, 2023, 42(4): 461-474.链接本文: http://cjbme.csbme.org/CN/10.3969/j.issn.0258-8021.2023.04.009 或 http://cjbme.csbme.org/CN/Y2023/V42/I4/461
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