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Volumn 1, Issue , 2010, Pages

Artificial Neural Network based cardiac arrhythmia classification using ECG signal data

Author keywords

Accuracy; ECG arrhythmia; Momentum learning rule; Multilayer perceptron classification; Sensitivity; Specificity

Indexed keywords

ACCURACY; ECG ARRHYTHMIA; MULTILAYER PERCEPTRON CLASSIFICATION; SENSITIVITY; SPECIFICITY;

EID: 78049341396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICEIE.2010.5559887     Document Type: Conference Paper
Times cited : (63)

References (20)
  • 2
    • 62249204355 scopus 로고    scopus 로고
    • Diagnosis of cardiac arrhythmia using kernel difference weighted KNN classifier
    • Zuo, W.M.; Lu, W.G.; Wang, K.Q.; Zhang, H. "Diagnosis of cardiac arrhythmia using kernel difference weighted KNN classifier," Computers in Cardiology 2008, Page(s): 253 - 256.
    • (2008) Computers in Cardiology , pp. 253-256
    • Zuo, W.M.1    Lu, W.G.2    Wang, K.Q.3    Zhang, H.4
  • 3
    • 0026203883 scopus 로고
    • Applications of adaptive filtering to ECG analysis: Noise cancellation and arrhythmia detection
    • Thakor NV, Zhu YS. "Applications of adaptive filtering to ECG analysis: Noise cancellation and arrhythmia detection," Biomedical Engineering, 1991; 38(8): 785-794.
    • (1991) Biomedical Engineering , vol.38 , Issue.8 , pp. 785-794
    • Thakor, N.V.1    Zhu, Y.S.2
  • 4
    • 0025483033 scopus 로고
    • An approach to cardiac arrhythmia analysis using hidden Markov models
    • Coast DA, Stern RN, Cano GG, Briller SA. "An approach to cardiac arrhythmia analysis using hidden Markov models," Biomedical Engineering. 1990; 37(9): 826-836.
    • (1990) Biomedical Engineering , vol.37 , Issue.9 , pp. 826-836
    • Coast, D.A.1    Stern, R.N.2    Cano, G.G.3    Briller, S.A.4
  • 6
  • 11
    • 51949099364 scopus 로고    scopus 로고
    • An efficient QRS complex detection algorithm using optimal wavelet
    • August
    • G.Selvakumar, K.Boopathy Bagan, "An Efficient QRS Complex Detection Algorithm using Optimal Wavelet," WSEAS Transactions on Signal Processing, Volume 2, Issue 8, August 2006, pp. 1069-1073.
    • (2006) WSEAS Transactions on Signal Processing , vol.2 , Issue.8 , pp. 1069-1073
    • Selvakumar, G.1    Bagan, K.Boopathy.2
  • 12
    • 34248190653 scopus 로고    scopus 로고
    • Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network
    • Elsevier Science Inc New York, NY, USA, July
    • Sung-Nien Yu, Ying-Hsiang Chen, "Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network," periodical journal Pattern Recognition Letters, Elsevier Science Inc New York, NY, USA, Volume 28, Issue 10, July 2007, pp. 1142-1150.
    • (2007) Periodical Journal Pattern Recognition Letters , vol.28 , Issue.10 , pp. 1142-1150
    • Sung-Nien, Y.1    Ying-Hsiang, C.2
  • 14
    • 33846438201 scopus 로고    scopus 로고
    • Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network
    • August
    • Rahime, Ceylan, Yuksel and Ozbay, "Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network," International Journal on Expert Systems with Applications Volume 33, Issue 2, August 2007, pp. 286-295.
    • (2007) International Journal on Expert Systems with Applications , vol.33 , Issue.2 , pp. 286-295
    • Rahime1    Ceylan2    Yuksel3    Ozbay4
  • 15
    • 27644465212 scopus 로고    scopus 로고
    • A quantitative analysis approach for cardiac arrhythmia classification using higher order spectral techniques
    • November
    • Labib Khadra, Amjed S. Al-Fahoum, and Saed Binajjaj, "A quantitative analysis approach for cardiac arrhythmia classification using higher order spectral techniques," IEEE Transactions on Biomedical Engineering, Vol. 52, No. 11, November 2005, pp. 1840- 1845.
    • (2005) IEEE Transactions on Biomedical Engineering , vol.52 , Issue.11 , pp. 1840-1845
    • Khadra, L.1    Al-Fahoum, A.S.2    Binajjaj, S.3
  • 16
    • 0034889261 scopus 로고    scopus 로고
    • A short time multifractal approach forarrhythmia detection based on fuzzy neural network
    • Yang Wang, Yi.-Sheng Zhu, Nitish V. Thakor, and Yu-Hong Xu, "A Short Time Multifractal Approach forArrhythmia Detection Based on Fuzzy Neural Network," IEEE Transactions on Biomedical Engineering, Vol. 48, No. 9, 2001, pp. 989-995.
    • (2001) IEEE Transactions on Biomedical Engineering , vol.48 , Issue.9 , pp. 989-995
    • Wang, Y.1    Zhu, Yi.-S.2    Thakor, N.V.3    Xu, Y.-H.4
  • 17
    • 33847109827 scopus 로고    scopus 로고
    • Comparison of four methods for premature ventricular contraction and normal beat clustering
    • September
    • Bortolan, G. Jekova, I., Christov, "Comparison of four methods for premature ventricular contraction and normal beat clustering," Computers in Cardiology, September 2005 pp. 921 - 924.
    • (2005) Computers in Cardiology , pp. 921-924
    • Bortolan, G.1    Jekova, I.C.2
  • 18
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • Lippman R. "An introduction to computing with neural nets," IEEE Trans. ASSP Magazine 4, 4-22, 1987.
    • (1987) IEEE Trans. ASSP Magazine , vol.4 , pp. 4-22
    • Lippman, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.