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Volumn 6076 LNAI, Issue PART 1, 2010, Pages 136-143

The abnormal vs. normal ECG classification based on key features and statistical learning

Author keywords

Classification; ECG; Features; Statistical Learning; Support Vector Machine

Indexed keywords

CARDIO-VASCULAR DISEASE; CHINESE GOVERNMENT; CLASSIFICATION APPROACH; DATA SERVER; HEALTH SYSTEMS; KEY FEATURE; MEDICAL INSURANCE; MEDICAL SERVICES; REMOTE NETWORKS; STATISTICAL LEARNING; WIRELESS DETECTORS;

EID: 77954590216     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13769-3_17     Document Type: Conference Paper
Times cited : (7)

References (14)
  • 1
    • 4544235500 scopus 로고    scopus 로고
    • Mobile ECG Detector through GPRS/Internet
    • Tsymbal, A. (ed.) IEEE Computer Society Press, Los Alamitos
    • Dong, J., Zhu, H.H.: Mobile ECG Detector through GPRS/Internet. In: Tsymbal, A. (ed.) Proceeding of IEEE 17th CBMS, pp. 485-489. IEEE Computer Society Press, Los Alamitos (2004)
    • (2004) Proceeding of IEEE 17th CBMS , pp. 485-489
    • Dong, J.1    Zhu, H.H.2
  • 2
    • 27544431903 scopus 로고    scopus 로고
    • Wearable ECG Recognition and Monitor
    • Alexey, T. (ed.) IEEE Computer Society Press, Los Alamitos
    • Dong, J., Xu, M., Zhu, H.H., Lu, W.F.: Wearable ECG Recognition and Monitor. In: Alexey, T. (ed.) Proceeding of IEEE 18th CBMS, pp. 413-418. IEEE Computer Society Press, Los Alamitos (2005)
    • (2005) Proceeding of IEEE 18th CBMS , pp. 413-418
    • Dong, J.1    Xu, M.2    Zhu, H.H.3    Lu, W.F.4
  • 3
    • 77954616476 scopus 로고    scopus 로고
    • The Creation Process of Chinese Calligraphy and Emulation of Imagery Thinking
    • Dong, J., et al.: The Creation Process of Chinese Calligraphy and Emulation of Imagery Thinking. IEEE Intelligent Systems 23(6), 56-62 (2008)
    • (2008) IEEE Intelligent Systems , vol.23 , Issue.6 , pp. 56-62
    • Dong, J.1
  • 4
    • 70449557642 scopus 로고    scopus 로고
    • ECG Recognition and Classification: Approaches, Problems and New Method
    • in Chinese
    • Dong, J., Xu, M., Zhan, C.M., Lu, W.F.: ECG Recognition and Classification: Approaches, Problems and New Method. Journal of Biomedical Engineering 24(6), 1224-1229 (2007) (in Chinese)
    • (2007) Journal of Biomedical Engineering , vol.24 , Issue.6 , pp. 1224-1229
    • Dong, J.1    Xu, M.2    Zhan, C.M.3    Lu, W.F.4
  • 5
    • 70449558199 scopus 로고    scopus 로고
    • Experience-based Intelligence Simulation in ECG Recognition
    • Dong, J., Zhang, J.W.: Experience-based Intelligence Simulation in ECG Recognition. In: CIMCA 2008, Austria, pp. 796-801 (2008)
    • (2008) CIMCA 2008, Austria , pp. 796-801
    • Dong, J.1    Zhang, J.W.2
  • 6
    • 34047269242 scopus 로고    scopus 로고
    • ECG Beats Classification Using Multiclass Support Vector Machines with Error Correcting Output Codes
    • Übeyli, E.D.: ECG Beats Classification Using Multiclass Support Vector Machines with Error Correcting Output Codes. Digital Signal Processing 17, 675-684 (2007)
    • (2007) Digital Signal Processing , vol.17 , pp. 675-684
    • Übeyli, E.D.1
  • 7
    • 1642265037 scopus 로고    scopus 로고
    • Support Vector Machine-Based Expert System for Reliable Heartbeat Recognition
    • DOI 10.1109/TBME.2004.824138
    • Osowski, S., Hoai, L.T., Markiewicz, T.: Support Vector Machine based Expert System for Reliable Heartbeat Recognition. IEEE Transactions on Biomedicine Engineering 51(4), 582-589 (2004) (Pubitemid 38375133)
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.4 , pp. 582-589
    • Osowski, S.1    Hoai, L.T.2    Markiewicz, T.3
  • 8
    • 33644765907 scopus 로고    scopus 로고
    • A Support Vector Machine Classifier Algorithm Based on a Perturbation Method and Its Application to ECG Beat Recognition Systems
    • Acir, N.: A Support Vector Machine Classifier Algorithm Based on a Perturbation Method and Its Application to ECG Beat Recognition Systems. Expert Systems with Applications 31, 150-158 (2006)
    • (2006) Expert Systems with Applications , vol.31 , pp. 150-158
    • Acir, N.1
  • 14
    • 77954578356 scopus 로고    scopus 로고
    • The Chinese Cardiovascular Diseases Database and its Management Tool
    • IEEE Press, New York (accepted)
    • Zhang, J.W., Dong, J.: The Chinese Cardiovascular Diseases Database and its Management Tool. In: 10th IEEE Bioinformatics and Bioengineering. IEEE Press, New York (2010) (accepted)
    • (2010) 10th IEEE Bioinformatics and Bioengineering
    • Zhang, J.W.1    Dong, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.