高頻心電技術(shù)研究進(jìn)展1(東南大學(xué)儀器科學(xué)與工程學(xué)院, 生物電子學(xué)國(guó)家重點(diǎn)實(shí)驗(yàn)室,南京 210096)
2(南京醫(yī)科大學(xué)生物醫(yī)學(xué)工程與信息學(xué)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)摘要圖/表參考文獻(xiàn)相關(guān)文章(1) 摘要 心電圖的發(fā)明為心血管疾病的診斷、預(yù)防與治療提供了豐富的信息,然而心電圖背后的信息卻遠(yuǎn)不止這些。新一代高頻心電技術(shù)能夠挖掘更深層次的人體生理信息,進(jìn)一步彌補(bǔ)常規(guī)心電在心肌缺血診斷以及自主神經(jīng)系統(tǒng)狀態(tài)評(píng)估上的不足。從高頻心電技術(shù)的原理及發(fā)展歷史出發(fā),分別在信號(hào)傳感、采集系統(tǒng)、信號(hào)去噪以及特征工程等4個(gè)方面對(duì)高頻心電的關(guān)鍵技術(shù)進(jìn)行綜述?；谶@些技術(shù)的發(fā)展,進(jìn)一步總結(jié)高頻心電技術(shù)在心肌缺血和自主神經(jīng)系統(tǒng)狀態(tài)評(píng)估方面的臨床實(shí)踐和應(yīng)用成果,并對(duì)高頻心電在實(shí)際應(yīng)用中的技術(shù)局限及未來(lái)發(fā)展進(jìn)行分析與討論。服務(wù)把本文推薦給朋友加入我的書(shū)架加入引用管理器 E-mail AlertRSS作者相關(guān)文章邢彥濤李嘉懿肖志軍李建清劉澄玉關(guān)鍵詞 ：高頻心電, 智慧醫(yī)療, 大數(shù)據(jù), 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     基金資助:國(guó)家自然科學(xué)基金 (62171123, 62071241)通訊作者:*E-mail: chengyu@seu.edu.cn   作者簡(jiǎn)介: #中國(guó)生物醫(yī)學(xué)工程學(xué)會(huì)高級(jí)會(huì)員(Senior member, Chinese Society of Biomedical Engineering)引用本文:   邢彥濤, 李嘉懿, 肖志軍, 李建清, 劉澄玉. 高頻心電技術(shù)研究進(jìn)展[J]. 中國(guó)生物醫(yī)學(xué)工程學(xué)報(bào), 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.鏈接本文:  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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