메뉴 건너뛰기




Volumn 21, Issue 8, 2008, Pages 1196-1203

Support vector machines for detection of electrocardiographic changes in partial epileptic patients

Author keywords

Electrocardiogram (ECG) signals; Partial epilepsy; Post ictal heart rate oscillations; Support vector machine (SVM); Wavelet coefficients

Indexed keywords

DECISION MAKING; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; FEATURE EXTRACTION; GEARS; IMAGE RETRIEVAL; LEARNING SYSTEMS; MOTION ESTIMATION; MULTILAYER NEURAL NETWORKS; PROBLEM SOLVING; VECTORS; WAVELET TRANSFORMS;

EID: 54049114256     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2008.03.012     Document Type: Article
Times cited : (27)

References (23)
  • 1
    • 33644765907 scopus 로고    scopus 로고
    • A support vector machine classifier algorithm based on a perturbation method and its application to ECG beat recognition systems
    • Aci{dotless}r 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 (2006) 150-158
    • (2006) Expert Systems with Applications , vol.31 , pp. 150-158
    • Acir, N.1
  • 4
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes C., and Vapnik V. Support vector networks. Machine Learning 20 3 (1995) 273-297
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 5
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency localization and signal analysis
    • Daubechies I. The wavelet transform, time-frequency localization and signal analysis. IEEE Transactions on Information Theory 36 5 (1990) 961-1005
    • (1990) IEEE Transactions on Information Theory , vol.36 , Issue.5 , pp. 961-1005
    • Daubechies, I.1
  • 7
    • 33745184412 scopus 로고    scopus 로고
    • An expert system for detection of electrocardiographic changes in patients with partial epilepsy using wavelet-based neural networks
    • Güler I., and Übeyli E.D. An expert system for detection of electrocardiographic changes in patients with partial epilepsy using wavelet-based neural networks. Expert Systems 22 2 (2005) 62-71
    • (2005) Expert Systems , vol.22 , Issue.2 , pp. 62-71
    • Güler, I.1    Übeyli, E.D.2
  • 9
    • 0036127473 scopus 로고    scopus 로고
    • Input feature selection for classification problems
    • Kwak N., and Choi C.-H. Input feature selection for classification problems. IEEE Transactions on Neural Networks 13 1 (2002) 143-159
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.1 , pp. 143-159
    • Kwak, N.1    Choi, C.-H.2
  • 12
    • 34547901071 scopus 로고    scopus 로고
    • Development of entropy based algorithm for cardiac beat detection in 12-lead electrocardiogram
    • Mehta S.S., and Lingayat N.S. Development of entropy based algorithm for cardiac beat detection in 12-lead electrocardiogram. Signal Processing 87 (2007) 3190-3201
    • (2007) Signal Processing , vol.87 , pp. 3190-3201
    • Mehta, S.S.1    Lingayat, N.S.2
  • 13
    • 54049089077 scopus 로고    scopus 로고
    • MIT-BIH Database, 2003. Available from Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room E25-505A, Cambridge, MA 02139, USA.
    • MIT-BIH Database, 2003. Available from Massachusetts Institute of Technology, 77 Massachusetts Avenue, Room E25-505A, Cambridge, MA 02139, USA.
  • 14
    • 1642265037 scopus 로고    scopus 로고
    • Support vector machine-based expert system for reliable heartbeat recognition
    • Osowski S., Hoai L.T., and Markiewicz T. Support vector machine-based expert system for reliable heartbeat recognition. IEEE Transactions on Biomedical Engineering 51 4 (2004) 582-589
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.4 , pp. 582-589
    • Osowski, S.1    Hoai, L.T.2    Markiewicz, T.3
  • 15
    • 0037318986 scopus 로고    scopus 로고
    • Cardiac asystole in epilepsy: clinical and neurophysiologic features
    • Rocamora R., Kurthen M., Lickfett L., von Oertzen J., and Elger C.E. Cardiac asystole in epilepsy: clinical and neurophysiologic features. Epilepsia 44 2 (2003) 179-185
    • (2003) Epilepsia , vol.44 , Issue.2 , pp. 179-185
    • Rocamora, R.1    Kurthen, M.2    Lickfett, L.3    von Oertzen, J.4    Elger, C.E.5
  • 16
    • 0037145626 scopus 로고    scopus 로고
    • Feature extraction from ECG signals using wavelet transforms for disease diagnostics
    • Saxena S.C., Kumar V., and Hamde S.T. Feature extraction from ECG signals using wavelet transforms for disease diagnostics. International Journal of Systems Science 33 13 (2002) 1073-1085
    • (2002) International Journal of Systems Science , vol.33 , Issue.13 , pp. 1073-1085
    • Saxena, S.C.1    Kumar, V.2    Hamde, S.T.3
  • 18
    • 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 3 (2007) 675-684
    • (2007) Digital Signal Processing , vol.17 , Issue.3 , pp. 675-684
    • Übeyli, E.D.1
  • 19
    • 36549032224 scopus 로고    scopus 로고
    • Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats
    • Übeyli E.D. Usage of eigenvector methods in implementation of automated diagnostic systems for ECG beats. Digital Signal Processing 18 1 (2008) 33-48
    • (2008) Digital Signal Processing , vol.18 , Issue.1 , pp. 33-48
    • Übeyli, E.D.1
  • 20
    • 5444236357 scopus 로고    scopus 로고
    • Detection of electrocardiographic changes in partial epileptic patients using Lyapunov exponents with multilayer perceptron neural networks
    • Übeyli E.D., and Güler I. Detection of electrocardiographic changes in partial epileptic patients using Lyapunov exponents with multilayer perceptron neural networks. Engineering Applications of Artificial Intelligence 17 6 (2004) 567-576
    • (2004) Engineering Applications of Artificial Intelligence , vol.17 , Issue.6 , pp. 567-576
    • Übeyli, E.D.1    Güler, I.2
  • 23
    • 0036337999 scopus 로고    scopus 로고
    • Heart rate changes and ECG abnormalities during epileptic seizures: prevalence and definition of an objective clinical sign
    • Zijlmans M., Flanagan D., and Gotman J. Heart rate changes and ECG abnormalities during epileptic seizures: prevalence and definition of an objective clinical sign. Epilepsia 43 8 (2002) 847-854
    • (2002) Epilepsia , vol.43 , Issue.8 , pp. 847-854
    • Zijlmans, M.1    Flanagan, D.2    Gotman, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.