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Volumn 45, Issue 2, 2017, Pages 501-507

PVC Recognition Algorithm Based on Ensemble Learning

Author keywords

Diagnosis rules; Lead convolutional neural network (LCNN); Premature ventricular contraction (PVC)

Indexed keywords

CLASSIFICATION (OF INFORMATION); CONVOLUTION; ELECTROCARDIOGRAPHY; NEURAL NETWORKS;

EID: 85019034033     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.0372-2112.2017.02.032     Document Type: Article
Times cited : (5)

References (22)
  • 3
    • 33845865323 scopus 로고    scopus 로고
    • Robust neural-network-based classification of premature ventricular contractions using wavelet transform and timing interval features
    • INAN O T, GIOVANGRANDI L, KOVACS G T A. Robust neural-network-based classification of premature ventricular contractions using wavelet transform and timing interval features [J]. IEEE Transactions on Biomedical Engineering, 2006, 53(12):2507-2515.
    • (2006) IEEE Transactions on Biomedical Engineering , vol.53 , Issue.12 , pp. 2507-2515
    • Inan, O.T.1    Giovangrandi, L.2    Kovacs, G.T.A.3
  • 5
    • 0035467023 scopus 로고    scopus 로고
    • A fuzzy method for classification of arrhythmias
    • (in Chinese)
    • MENG Zhaohui, ZHANG Yonghong, BAI Jing. A fuzzy method for classification of arrhythmias [J]. Acta Electronica Sinica, 2001, 29(9):1246-1248. (in Chinese)
    • (2001) Acta Electronica Sinica , vol.29 , Issue.9 , pp. 1246-1248
    • Meng, Z.1    Zhang, Y.2    Bai, J.3
  • 8
    • 84866562436 scopus 로고    scopus 로고
    • Heartbeat classification using morphological and dynamic features of ECG signals
    • YE Can, KUMAR B V K Vijaya, COIMBRA Miguel Tavares. Heartbeat classification using morphological and dynamic features of ECG signals [J]. IEEE Transactions on Biomedical Engineering, 2012, 59(10):2930-2941.
    • (2012) IEEE Transactions on Biomedical Engineering , vol.59 , Issue.10 , pp. 2930-2941
    • Ye, C.1    Kumar, B.V.K.V.2    Coimbra, M.T.3
  • 9
    • 84894201386 scopus 로고    scopus 로고
    • ANSI/AAMI EC57:2012 Standard:Testing and reporting performance results of cardiac rhythm and ST segment measurement algorithms
    • Association for the Advancement of Medical Instrumentation. USA:AAMI Press
    • Association for the Advancement of Medical Instrumentation. ANSI/AAMI EC57:2012 Standard:Testing and reporting performance results of cardiac rhythm and ST segment measurement algorithms [S]. USA:AAMI Press, 2012.
    • (2012)
  • 10
    • 84990843810 scopus 로고    scopus 로고
    • Deep learning research on clinical electrocardiogram analysis
    • (in Chinese)
    • JIN Linpeng, DONG Jun. Deep learning research on clinical electrocardiogram analysis [J]. Science China:Information Sciences, 2015, 45(3):398-416. (in Chinese)
    • (2015) Science China:Information Sciences , vol.45 , Issue.3 , pp. 398-416
    • Jin, L.1    Dong, J.2
  • 11
    • 0022269734 scopus 로고
    • Digital filters for real-time ECG signal processing using microprocessors
    • AHLSTROM M L, TOMPKINS W J. Digital filters for real-time ECG signal processing using microprocessors [J]. IEEE Transactions on Biomedical Engineering, 1985, 32(9):708-713.
    • (1985) IEEE Transactions on Biomedical Engineering , vol.32 , Issue.9 , pp. 708-713
    • Ahlstrom, M.L.1    Tompkins, W.J.2
  • 12
    • 33846899078 scopus 로고    scopus 로고
    • De-noising of ECG signal based on stationary wavelet transform
    • (in Chinese)
    • GAO Qingwei, LI Haiying, ZHUANG Zhenquan, et al. De-noising of ECG signal based on stationary wavelet transform [J]. Acta Electronica Sinica, 2003, 31(2):238-240. (in Chinese)
    • (2003) Acta Electronica Sinica , vol.31 , Issue.2 , pp. 238-240
    • Gao, Q.1    Li, H.2    Zhuang, Z.3
  • 13
    • 79959717369 scopus 로고    scopus 로고
    • ECG de-noising based on Hilbert-Huang transform
    • (in Chinese)
    • YANG Xianglin, YAN Hong, XU Zhi, et al. ECG de-noising based on Hilbert-Huang transform [J]. Acta Electronica Sinica, 2011, 39(4):819-824. (in Chinese)
    • (2011) Acta Electronica Sinica , vol.39 , Issue.4 , pp. 819-824
    • Yang, X.1    Yan, H.2    Xu, Z.3
  • 15
    • 0036567392 scopus 로고    scopus 로고
    • Ensembling neural networks:many could be better than all
    • ZHOU Zhi-Hua, WU Jianxin, TANG Wei. Ensembling neural networks:many could be better than all [J]. Artificial Intelligence, 2002, 137:239-263.
    • (2002) Artificial Intelligence , vol.137 , pp. 239-263
    • Zhou, Z.-H.1    Wu, J.2    Tang, W.3
  • 17
    • 0004254082 scopus 로고    scopus 로고
    • MIT-BIH Arrhythmia Database
    • 6[2015-09-25]
    • MIT-BIH Arrhythmia Database [EB/OL]. http://www.physionet.org/physiobank/database/mitdb/. 2015. 6[2015-09-25].
    • (2015)
  • 18
    • 84868541740 scopus 로고    scopus 로고
    • CCDD:an enhanced standard ECG database with its management and annotation tools
    • ZHANG Jiawei, LIU Xia, DONG Jun. CCDD:an enhanced standard ECG database with its management and annotation tools [J]. International Journal on Article Intelligence Tools, 2012, 21(5):1-26.
    • (2012) International Journal on Article Intelligence Tools , vol.21 , Issue.5 , pp. 1-26
    • Zhang, J.1    Liu, X.2    Dong, J.3
  • 19
    • 84870941922 scopus 로고    scopus 로고
    • Wearable ECG monitors and its remote diagnosis service platform
    • DONG Jun, ZHANG Jiawei, ZHU Honghai, et al. Wearable ECG monitors and its remote diagnosis service platform [J]. IEEE Intelligent Systems, 2012, 27:36-43.
    • (2012) IEEE Intelligent Systems , vol.27 , pp. 36-43
    • Dong, J.1    Zhang, J.2    Zhu, H.3
  • 20
    • 85019037402 scopus 로고    scopus 로고
    • Key algorithms on Computer-Aided Electrocardiogram Analysis and Development of Remote Multi-signs Monitoring System
    • Beijing:University of Chinese Academy of Sciences, (in Chinese)
    • ZHU Honghai. Key algorithms on Computer-Aided Electrocardiogram Analysis and Development of Remote Multi-signs Monitoring System [D]. Beijing:University of Chinese Academy of Sciences, 2013. (in Chinese)
    • (2013)
    • Zhu, H.1
  • 21
    • 84990831193 scopus 로고    scopus 로고
    • Study on Approach of ECG Classification with Domain Knowledge
    • Shanghai:East China Normal University, (in Chinese)
    • WANG Liping. Study on Approach of ECG Classification with Domain Knowledge [D]. Shanghai:East China Normal University, 2012. (in Chinese)
    • (2012)
    • Wang, L.1
  • 22
    • 84855310308 scopus 로고    scopus 로고
    • Computer-based rhythm diagnosis and its possible influence on nonexpert electrocardiogram readers
    • HAKACOVA Nina, TRAGARDH-JOHANSSON Elin, WAGNER Galen S, et al. Computer-based rhythm diagnosis and its possible influence on nonexpert electrocardiogram readers [J]. Journal of Electrocardiology, 2012, 45(1):18-22.
    • (2012) Journal of Electrocardiology , vol.45 , Issue.1 , pp. 18-22
    • Hakacova, N.1    Tragardh-Johansson, E.2    Wagner, G.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.