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Volumn 29, Issue 7, 2008, Pages 747-760

Detection of ST segment deviation episodes in ECG using KLT with an ensemble neural classifier

Author keywords

Classifier ensemble; ECG; Karhunen Lo ve transform (KLT); Myocardial ischemia; Neural networks

Indexed keywords

BANDPASS FILTERS; DISCRETE WAVELET TRANSFORMS; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS;

EID: 47649086041     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/29/7/004     Document Type: Article
Times cited : (31)

References (32)
  • 1
    • 77956150045 scopus 로고    scopus 로고
    • QRS detection and delineation techniques for ECG based robust clinical decision support system design
    • Afsar F A and Arif M 2007 QRS detection and delineation techniques for ECG based robust clinical decision support system design National Science Conf. (Lahore, Pakistan)
    • (2007) National Science Conf.
    • Afsar, F.A.1    Arif, M.2
  • 2
    • 28144446247 scopus 로고    scopus 로고
    • ST-segment analysis using hidden Markov model beat segmentation: Application to ischemia detection
    • Andreao R V, Dorizzi B, Boudy J and Mota J C M 2004 ST-segment analysis using hidden Markov model beat segmentation: application to ischemia detection Comput. Cardiol. 381-4
    • (2004) Comput. Cardiol. , pp. 381-384
    • Andreao, R.V.1    Dorizzi, B.2    Boudy, J.3    Mota, J.C.M.4
  • 3
    • 0034233598 scopus 로고    scopus 로고
    • Hierarchical state space partitioning with the network self-organizing map for the effective recognition of the ST-T segment change
    • Bezerianos A, Vladutu L and Papadimitriou S 2000 Hierarchical state space partitioning with the network self-organizing map for the effective recognition of the ST-T segment change IEE Med. Biol. Eng. Comput. 38 406-15
    • (2000) IEE Med. Biol. Eng. Comput. , vol.38 , Issue.4 , pp. 406-415
    • Bezerianos, A.1    Vladutu, L.2    Papadimitriou, S.3
  • 6
    • 33746602742 scopus 로고    scopus 로고
    • An association rule mining based methodology for the automated detection of ischemic ECG beats
    • Exarchos T P, Papaloukas C, Fotiadis D I and Michalis L K 2007a An association rule mining based methodology for the automated detection of ischemic ECG beats IEEE Trans. Biomed. Eng. 53 1531-40
    • (2007) IEEE Trans. Biomed. Eng. , vol.53 , Issue.8 , pp. 1531-1540
    • Exarchos, T.P.1    Papaloukas, C.2    Fotiadis, D.I.3    Michalis, L.K.4
  • 7
    • 34447285485 scopus 로고    scopus 로고
    • A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree
    • Exarchos T P, Tsipouras M G, Exarchos C P, Papaloukas C, Fotiadis D I and Michalis L K 2007b A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree Artif. Intell. Med. 40 187-200
    • (2007) Artif. Intell. Med. , vol.40 , Issue.3 , pp. 187-200
    • Exarchos, T.P.1    Tsipouras, M.G.2    Exarchos, C.P.3    Papaloukas, C.4    Fotiadis, D.I.5    Michalis, L.K.6
  • 8
    • 0033282214 scopus 로고    scopus 로고
    • Ischemic episode detection using an artificial neural network trained with isolated ST-T segments
    • Frenkel D and Nadal J 1999 Ischemic episode detection using an artificial neural network trained with isolated ST-T segments Comput. Cardiol. 53-6
    • (1999) Comput. Cardiol. , pp. 53-56
    • Frenkel, D.1    Nadal, J.2
  • 9
    • 0034283318 scopus 로고    scopus 로고
    • Automatic detection of ST-T complex changes on the ECG using filtered RMS difference series: Application to ambulatory ischemia monitoring
    • Garcia J, Sornmo L, Olmos S and Laguna P 2000 Automatic detection of ST-T complex changes on the ECG using filtered RMS difference series: application to ambulatory ischemia monitoring IEEE Trans. Biomed. Eng. 47 1195-201
    • (2000) IEEE Trans. Biomed. Eng. , vol.47 , Issue.9 , pp. 1195-1201
    • Garcia, J.1    Sornmo, L.2    Olmos, S.3    Laguna, P.4
  • 10
    • 0002991023 scopus 로고
    • Effect of acute ischemia on cardiac electrophysiology
    • Gettes L S and Cascio W E 1991 Effect of acute ischemia on cardiac electrophysiology The Heart and Cardiovascular System 2nd edn ed H Fozzard et al (New York: Raven Press) pp 2021-54
    • (1991) The Heart and Cardiovascular System , pp. 2021-2054
    • Gettes, L.S.1    Cascio, W.E.2
  • 12
    • 4644275524 scopus 로고    scopus 로고
    • Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis
    • Goletsis Y, Papaloukas C, Fotiadis D I, Likas A and Michalis L K 2004 Automated ischemic beat classification using genetic algorithms and multicriteria decision analysis IEEE Trans. Biomed. Eng. 51 1717-25
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.10 , pp. 1717-1725
    • Goletsis, Y.1    Papaloukas, C.2    Fotiadis, D.I.3    Likas, A.4    Michalis, L.K.5
  • 15
    • 0034483860 scopus 로고    scopus 로고
    • The long-term ST database: A research resource for algorithm development and physiologic studies of transient myocardial ischemia
    • Jager F et al 2000 The long-term ST database: a research resource for algorithm development and physiologic studies of transient myocardial ischemia Comput. Cardiol. 841-4
    • (2000) Comput. Cardiol. , pp. 841-844
    • Jager, F.1    Al, E.2
  • 16
    • 0031762496 scopus 로고    scopus 로고
    • Detection of transient ST segment episodes during ambulatory ECG monitoring
    • Jager F, Moody G B and Mark R G 1998 Detection of transient ST segment episodes during ambulatory ECG monitoring Comput. Biomed. Res. 31 305-22
    • (1998) Comput. Biomed. Res. , vol.31 , Issue.5 , pp. 305-322
    • Jager, F.1    Moody, G.B.2    Mark, R.G.3
  • 19
    • 0032125678 scopus 로고    scopus 로고
    • An adaptive backpropagation neural network for real-time ischemia episodes detection: Development and performance analysis using the European ST-T database
    • Maglaveras N, Stamkopoulos T, Pappas C and Gerassimos Strintzis M 1998 An adaptive backpropagation neural network for real-time ischemia episodes detection: development and performance analysis using the European ST-T database IEEE Trans. Biomed. Eng. 45 805-13
    • (1998) IEEE Trans. Biomed. Eng. , vol.45 , Issue.7 , pp. 805-813
    • Maglaveras, N.1    Stamkopoulos, T.2    Pappas, C.3    Gerassimos Strintzis, M.4
  • 21
    • 0035330547 scopus 로고    scopus 로고
    • Ischemia detection with a self-organizing map supplemented by supervised learning
    • Papadimitriou S, Mavroudi S, Vladutu L and Bezerianos A 2001 Ischemia detection with a self-organizing map supplemented by supervised learning IEEE Trans. Neural Netw. 12 503-15
    • (2001) IEEE Trans. Neural Netw. , vol.12 , Issue.3 , pp. 503-515
    • Papadimitriou, S.1    Mavroudi, S.2    Vladutu, L.3    Bezerianos, A.4
  • 24
    • 0036156676 scopus 로고    scopus 로고
    • Use of a novel rule based expert system in the detection of changes in the ST segment and T wave in long duration ECGs
    • Papaloukas C, Fotiadis D I, Likas A and Michalis L K 2002b Use of a novel rule based expert system in the detection of changes in the ST segment and T wave in long duration ECGs J. Electrocardiol. 35 27-34
    • (2002) J. Electrocardiol. , vol.35 , Issue.1 , pp. 27-34
    • Papaloukas, C.1    Fotiadis, D.I.2    Likas, A.3    Michalis, L.K.4
  • 25
    • 33748611921 scopus 로고    scopus 로고
    • Ensemble based systems in decision making
    • Polikar R 2006 Ensemble based systems in decision making IEEE Circuits Syst. Mag. 6 21-45
    • (2006) IEEE Circuits Syst. Mag. , vol.6 , Issue.3 , pp. 21-45
    • Polikar, R.1
  • 27
    • 2942722238 scopus 로고    scopus 로고
    • Automated detection of transient ST segment episodes in 24-hour electrocardiograms
    • Smrdel A and Jager F 2004 Automated detection of transient ST segment episodes in 24-hour electrocardiograms Med. Biol. Eng. Comput. 42 303-11
    • (2004) Med. Biol. Eng. Comput. , vol.42 , Issue.3 , pp. 303-311
    • Smrdel, A.1    Jager, F.2
  • 30
    • 0026705255 scopus 로고
    • The European ST Database: Standard for evaluating systems for the analysis of ST-T changes in ambulatory electrocardiography
    • Taddei A, Distante G, Emdin M, Pisani P, Moody G B, Zeelenberg C and Marchesi C 1992 The European ST Database: standard for evaluating systems for the analysis of ST-T changes in ambulatory electrocardiography Eur. Heart J. 13 1164-72
    • (1992) Eur. Heart J. , vol.13 , pp. 1164-1172
    • Taddei, A.1    Distante, G.2    Emdin, M.3    Pisani, P.4    Moody, G.B.5    Zeelenberg, C.6    Marchesi, C.7
  • 32
    • 4143128000 scopus 로고    scopus 로고
    • A reconstructed phase space approach for distinguishing ischemic from non-ischemic ST changes using Holter ECG data
    • Zimmerman M W, Povinelli R J, Johnson M T and Ropella K M 2003 A reconstructed phase space approach for distinguishing ischemic from non-ischemic ST changes using Holter ECG data Comput. Cardiol. 243-6
    • (2003) Comput. Cardiol. , pp. 243-246
    • Zimmerman, M.W.1    Povinelli, R.J.2    Johnson, M.T.3    Ropella, K.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.