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Volumn 30, Issue 9, 2009, Pages 983-998

Real-time detection of transient cardiac ischemic episodes from ECG signals

Author keywords

Bagging; Cardiac ischemia detection; Decision trees; Real time analysis; ST segment

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; FORESTRY; LEARNING SYSTEMS; TIME DOMAIN ANALYSIS;

EID: 70350440672     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/30/9/009     Document Type: Article
Times cited : (23)

References (26)
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L 1996 Bagging predictors Mach. Learn. 24 123-40
    • (1996) Mach. Learn. , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 6
    • 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 2007 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
  • 7
    • 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
  • 9
    • 70350509009 scopus 로고    scopus 로고
    • Hall M A 1998 Correlation-based feature subset selection for machine learning PhD Thesis University of Waikato, Hamilton New Zealand
    • (1998) PhD Thesis
    • Hall, M.A.1
  • 11
    • 0031762496 scopus 로고    scopus 로고
    • Detection of transient ST segment episodes during ambulatory ECG monitoring
    • Jager F, Moody G B and Mark R 1998 Detection of transient ST segment episodes during ambulatory ECG monitoring Comput. Biomed. 31 305-22
    • (1998) Comput. Biomed. , vol.31 , Issue.5 , pp. 305-322
    • Jager, F.1    Moody, G.B.2    Mark, R.3
  • 12
    • 28144456872 scopus 로고    scopus 로고
    • An open-source tool to evaluate performance of transient ST segment episode detection algorithms
    • Jager F, Smrdel A and Mark R G 2004 An open-source tool to evaluate performance of transient ST segment episode detection algorithms Computers in Cardiology (Piscataway, NJ: IEEE Press) pp 585-8
    • (2004) Computers in Cardiology , pp. 585-588
    • Jager, F.1    Smrdel, A.2    Mark, R.G.3
  • 13
    • 0242668765 scopus 로고    scopus 로고
    • Long-term ST database: A reference for the development and evaluation of automated ischaemia detectors and for study of the dynamics of myocardial ischaemia
    • Jager F, Taddei A, Moody G B, Emdin M, Antolic, Dorn R, Smrdel A, Marchesi C and Mark R 2003 Long-term ST database: a reference for the development and evaluation of automated ischaemia detectors and for study of the dynamics of myocardial ischaemia Med. Biol. Eng. Comput. 41 172-82
    • (2003) Med. Biol. Eng. Comput. , vol.41 , Issue.2 , pp. 172-182
    • Jager, F.1    Taddei, A.2    Moody, G.B.3    Emdin, M.4    Antolic5    Dorn, R.6    Smrdel, A.7    Marchesi, C.8    Mark, R.9
  • 14
    • 0028211695 scopus 로고
    • Automatic detection of wave boundaries in multilead ecg signals: Validation with the CSE database
    • Laguna P, Jané R and Caminal P 1994 Automatic detection of wave boundaries in multilead ecg signals: validation with the CSE database Comput. Biomed. Res. 27 45-60
    • (1994) Comput. Biomed. Res. , vol.27 , Issue.1 , pp. 45-60
    • Laguna, P.1    Jané, R.2    Caminal, P.3
  • 15
    • 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
  • 16
    • 33845591520 scopus 로고    scopus 로고
    • Evaluation of a root mean squared based ischemia detector on the long-term st database with body position change cancellation
    • Minchole A, Skarp B, Jager F and Laguna P 2005 Evaluation of a root mean squared based ischemia detector on the long-term st database with body position change cancellation Comput. Cardiol. 32 853-6
    • (2005) Comput. Cardiol. , vol.32 , pp. 853-856
    • Minchole, A.1    Skarp, B.2    Jager, F.3    Laguna, P.4
  • 17
    • 0035330547 scopus 로고    scopus 로고
    • Ischemia detection with a self-organizing map supplemented by supervised learning
    • DOI 10.1109/72.925554, PII S1045922701041637
    • 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 (Pubitemid 32583551)
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.3 , pp. 503-515
    • Papadimitriou, S.1    Mavroudi, S.2    Vladutu, L.3    Bezerianos, A.4
  • 21
    • 2942722238 scopus 로고    scopus 로고
    • Automated detection of transient ST-segment episodes in 24 h electrocardiograms
    • Smrdel A and Jager F 2004 Automated detection of transient ST-segment episodes in 24 h 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
  • 22
    • 0035696786 scopus 로고    scopus 로고
    • A real-time ST-segment monitoring algorithm for implantable devices
    • Stadler R, Lu S, Nelson S and Stylos L 2001 A real-time ST-segment monitoring algorithm for implantable devices J. Electrocardiol. 34 119-26
    • (2001) J. Electrocardiol. , vol.34 , Issue.4 , pp. 119-126
    • Stadler, R.1    Lu, S.2    Nelson, S.3    Stylos, L.4
  • 24
    • 0026705255 scopus 로고
    • The European ST-T 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, Zeelenberg C and Marchesi C 1992 The European ST-T 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.5    Zeelenberg, C.6    Marchesi, C.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.