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Volumn 53, Issue 10, 2006, Pages 1972-1982

A granular description of ECG signals

Author keywords

Clustering; Feature space; Fuzzy C Means (FCM); Fuzzy sets; Granular descriptors; Information granulation; MIT BIH database; Syntax analysis

Indexed keywords

FUZZY C-MEANS (FCM); GRANULAR DESCRIPTORS; INFORMATION GRANULATION; MIT-BIH DATABASES; SYNTAX ANALYSIS;

EID: 33749512011     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.881782     Document Type: Article
Times cited : (31)

References (43)
  • 1
    • 0037209480 scopus 로고    scopus 로고
    • Classification of heart rate data using artificial neural network and fuzzy equivalance relation
    • U. R. Acharya, P. S. Bhat, S. S. Iyengar, A. Rao, and S. Dua, "Classification of heart rate data using artificial neural network and fuzzy equivalance relation," Pattern Recognit., vol. 36, pp. 61-68, 2003.
    • (2003) Pattern Recognit. , vol.36 , pp. 61-68
    • Acharya, U.R.1    Bhat, P.S.2    Iyengar, S.S.3    Rao, A.4    Dua, S.5
  • 2
    • 0018330873 scopus 로고
    • A contribution to the automatic processing of electrocardiograms using syntactic methods
    • G. Belforte, R. DeMori, and F. Ferraris, "A contribution to the automatic processing of electrocardiograms using syntactic methods," IEEE Trans. Biomed. Eng., vol. BME-26, pp. 125-136, 1979.
    • (1979) IEEE Trans. Biomed. Eng. , vol.BME-26 , pp. 125-136
    • Belforte, G.1    DeMori, R.2    Ferraris, F.3
  • 6
    • 0041663535 scopus 로고    scopus 로고
    • Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiogram
    • G. Carraulta, M.-O. Cordierb, R. Quiniou, and F. Wang, "Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiogram," Artif. Intell. Med., vol. 28, pp. 231-263, 2003.
    • (2003) Artif. Intell. Med. , vol.28 , pp. 231-263
    • Carraulta, G.1    Cordierb, M.-O.2    Quiniou, R.3    Wang, F.4
  • 7
    • 0026963701 scopus 로고
    • Nonlinear system diagnosis using neural networks and fuzzy logic
    • San Diego, CA
    • J. J. Choi, K. H. O'Keefe, and P. K. Baruah, "Nonlinear system diagnosis using neural networks and fuzzy logic," in Proc. IEEE Int. Conf. Fuzzy Systems, San Diego, CA, 1992, pp. 813-819.
    • (1992) Proc. IEEE Int. Conf. Fuzzy Systems , pp. 813-819
    • Choi, J.J.1    O'Keefe, K.H.2    Baruah, P.K.3
  • 8
    • 5644259871 scopus 로고    scopus 로고
    • ECG beat classification using neuro-fuzzy network
    • M. Engin, "ECG beat classification using neuro-fuzzy network," Pattern Recognit. Lett., vol. 25, no. 15, pp. 1715-1722, 2004.
    • (2004) Pattern Recognit. Lett. , vol.25 , Issue.15 , pp. 1715-1722
    • Engin, M.1
  • 10
    • 0030131032 scopus 로고    scopus 로고
    • Classification of cardiac arrhythmias using fuzzy ARTMAP
    • Apr.
    • F. Ham and S. Han, "Classification of cardiac arrhythmias using fuzzy ARTMAP," IEEE Trans. Biomed. Eng., vol. 43, no. 4, pp. 425-430, Apr. 1996.
    • (1996) IEEE Trans. Biomed. Eng. , vol.43 , Issue.4 , pp. 425-430
    • Ham, F.1    Han, S.2
  • 11
    • 0141509891 scopus 로고    scopus 로고
    • A genetic segmentation of ECG signals
    • Oct.
    • A. Gacek and W. Pedrycz, "A genetic segmentation of ECG signals," IEEE Trans. Biomed. Eng., vol. 50, no. 10, pp. 1203-1208, Oct. 2003.
    • (2003) IEEE Trans. Biomed. Eng. , vol.50 , Issue.10 , pp. 1203-1208
    • Gacek, A.1    Pedrycz, W.2
  • 12
    • 0016498895 scopus 로고
    • A syntactic algorithm for peak detection in waveforms with applications to cardiography
    • S. L. Horowitz, "A syntactic algorithm for peak detection in waveforms with applications to cardiography," Commun. ACM, vol. 18, pp. 281-285, 1975.
    • (1975) Commun. ACM , vol.18 , pp. 281-285
    • Horowitz, S.L.1
  • 13
    • 85095498813 scopus 로고
    • Artificial neural network for ECG arrhythmia monitoring
    • Y. H. Hu, W. J. Tompkins, and Q. Xue, "Artificial neural network for ECG arrhythmia monitoring," Neurocomputing, vol. 20, pp. 987-991, 1992.
    • (1992) Neurocomputing , vol.20 , pp. 987-991
    • Hu, Y.H.1    Tompkins, W.J.2    Xue, Q.3
  • 14
    • 17444421202 scopus 로고    scopus 로고
    • Recent developments of the syntactic pattern recognition model based on quasi-context sensitive languages
    • J. Jurek, "Recent developments of the syntactic pattern recognition model based on quasi-context sensitive languages," Pattern Recognit. Lett., vol. 26, no. 7, pp. 1011-1018, 2005.
    • (2005) Pattern Recognit. Lett. , vol.26 , Issue.7 , pp. 1011-1018
    • Jurek, J.1
  • 15
    • 0029481560 scopus 로고
    • Syntactic recognition of ECG signals by attributed finite automata
    • A. Koski, M. Juhola, and M. Meriste, "Syntactic recognition of ECG signals by attributed finite automata," Pattern Recognit., vol. 28, pp. 1927-1940, 1975.
    • (1975) Pattern Recognit. , vol.28 , pp. 1927-1940
    • Koski, A.1    Juhola, M.2    Meriste, M.3
  • 17
    • 0001017455 scopus 로고    scopus 로고
    • A knowledge-based approach to ECG interpretation using fuzzy logic
    • Apr.
    • M. Kundu, M. Nasipuri, and D. Basu, "A knowledge-based approach to ECG interpretation using fuzzy logic," IEEE Trans. Syst., Man, Cybern., vol. 28, no. 2, pp. 237-243, Apr. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern. , vol.28 , Issue.2 , pp. 237-243
    • Kundu, M.1    Nasipuri, M.2    Basu, D.3
  • 18
    • 0033908714 scopus 로고    scopus 로고
    • Knowledge-based ECG interpretation: A critical review
    • M. Kundu, M. Nasipuri, and D. K. Basu, "Knowledge-based ECG interpretation: A critical review," Pattern Recognit., vol. 33, pp. 351-373, 2000.
    • (2000) Pattern Recognit. , vol.33 , pp. 351-373
    • Kundu, M.1    Nasipuri, M.2    Basu, D.K.3
  • 19
    • 0033918208 scopus 로고    scopus 로고
    • Clustering ECG complexes using Hermite functions and self-organizing maps
    • Jul.
    • M. Lagerholm, C. Peterson, G. Braccini, L. Ebendrandt, and L. Sornmo, "Clustering ECG complexes using Hermite functions and self-organizing maps," IEEE Trans Biomed Eng., vol. 47, no. 7, pp. 838-48, Jul. 2000.
    • (2000) IEEE Trans Biomed Eng. , vol.47 , Issue.7 , pp. 838-848
    • Lagerholm, M.1    Peterson, C.2    Braccini, G.3    Ebendrandt, L.4    Sornmo, L.5
  • 20
    • 0032191932 scopus 로고    scopus 로고
    • M.Strintzis, ECG pattern recognition and classification using non-linear transformations and neural networks: A review
    • N. Maglaveras, T. Stamkopoulos, K. Diamantaras, and C. Pappas, "M.Strintzis, ECG pattern recognition and classification using non-linear transformations and neural networks: A review," Int. J. Med. Inform., vol. 52, pp. 191-208, 1998.
    • (1998) Int. J. Med. Inform. , vol.52 , pp. 191-208
    • Maglaveras, N.1    Stamkopoulos, T.2    Diamantaras, K.3    Pappas, C.4
  • 21
    • 0032078181 scopus 로고    scopus 로고
    • ECG processing techniques based on neural networks and bidirectional associative memories
    • N. Maglaveras, T. Stamkopoulos, C. Pappas, and M. Strintzis, "ECG processing techniques based on neural networks and bidirectional associative memories," J. Med. Eng. Technol., vol. 22, pp. 106-111, 1998.
    • (1998) J. Med. Eng. Technol. , vol.22 , pp. 106-111
    • Maglaveras, N.1    Stamkopoulos, T.2    Pappas, C.3    Strintzis, M.4
  • 23
    • 0026151039 scopus 로고
    • The MIT-BIH arrhythmia database on CD-ROM and software for use with it
    • San Diego, CA
    • G. B. Moody and R. G. Mark, "The MIT-BIH arrhythmia database on CD-ROM and software for use with it," in Proc. Conf. Computers in Cardiology, San Diego, CA, 1990, vol. 17, pp. 185-188.
    • (1990) Proc. Conf. Computers in Cardiology , vol.17 , pp. 185-188
    • Moody, G.B.1    Mark, R.G.2
  • 24
    • 0034774017 scopus 로고    scopus 로고
    • ECG beat recognition using fuzzy hybrid neural network
    • Nov.
    • S. Osowski and T. H. Linh, "ECG beat recognition using fuzzy hybrid neural network," IEEE Trans. Biomed. Eng., vol. 48, no. 11, pp. 1265-1271, Nov. 2001.
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , Issue.11 , pp. 1265-1271
    • Osowski, S.1    Linh, T.H.2
  • 25
    • 32644482767 scopus 로고    scopus 로고
    • B Karlik a fuzzy clustering neural network architecture for classification of ECG arrhythmias
    • Apr.
    • Y. Ozbay and R. Ceylan, "B Karlik A fuzzy clustering neural network architecture for classification of ECG arrhythmias," Computers Biol. Med., vol. 36, no. 4, pp. 376-388, Apr. 2006.
    • (2006) Computers Biol. Med. , vol.36 , Issue.4 , pp. 376-388
    • Ozbay, Y.1    Ceylan, R.2
  • 26
    • 0036156676 scopus 로고    scopus 로고
    • Use of a novel rule-based expert system in the detection of changes in the ST segment and the T wave in long duration ECGs
    • C. Papaloukas, D. I. Fotiadis, A. Likas, C. S. Stroumbis, and L. K. Michalis, "Use of a novel rule-based expert system in the detection of changes in the ST segment and the T wave in long duration ECGs," J. Electrocardiol., vol. 35, pp. 27-34, 2002.
    • (2002) J. Electrocardiol. , vol.35 , pp. 27-34
    • Papaloukas, C.1    Fotiadis, D.I.2    Likas, A.3    Stroumbis, C.S.4    Michalis, L.K.5
  • 27
    • 0036605196 scopus 로고    scopus 로고
    • Temporal granulation and its application to signal analysis
    • W. Pedrycz and A. Gacek, "Temporal granulation and its application to signal analysis," Inf. Sci., vol. 143, pp. 47-71, 2002.
    • (2002) Inf. Sci. , vol.143 , pp. 47-71
    • Pedrycz, W.1    Gacek, A.2
  • 29
    • 0033281104 scopus 로고    scopus 로고
    • Linguistic models and linguistic modeling
    • Jul.
    • W. Pedrycz and A. V. Vasilakos, "Linguistic models and linguistic modeling," IEEE Trans. Syst., Man, Cybern.-Pt C, vol. 29, no. 4, pp. 745-757, Jul. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern.-Pt C , vol.29 , Issue.4 , pp. 745-757
    • Pedrycz, W.1    Vasilakos, A.V.2
  • 30
    • 4444338034 scopus 로고    scopus 로고
    • Genetic design of feature spaces for pattern recognition
    • W. Pedrycz, A. Breuer, and N. J. Pizzi, "Genetic design of feature spaces for pattern recognition," Artif. Intell. Med., vol. 32, no. 1, pp. 115-125, 2004.
    • (2004) Artif. Intell. Med. , vol.32 , Issue.1 , pp. 115-125
    • Pedrycz, W.1    Breuer, A.2    Pizzi, N.J.3
  • 31
    • 0032075752 scopus 로고    scopus 로고
    • Artificial neural networks for automatic ECG analysis
    • May
    • R. Silipo and G. Marchesi, "Artificial neural networks for automatic ECG analysis," IEEE Trans. Signal Process., vol. 46, no. 5, pp. 1417-1425, May 1998.
    • (1998) IEEE Trans. Signal Process. , vol.46 , Issue.5 , pp. 1417-1425
    • Silipo, R.1    Marchesi, G.2
  • 32
    • 0022561714 scopus 로고
    • Syntactic ECG processing: A review
    • E. Skordalakis, "Syntactic ECG processing: A review," Pattern Recognit., vol. 19, pp. 305-313, 1986.
    • (1986) Pattern Recognit. , vol.19 , pp. 305-313
    • Skordalakis, E.1
  • 33
    • 0028194367 scopus 로고
    • Clinical monitoring with fuzzy automata
    • F. Steimann and K. P. Adlassnig, "Clinical monitoring with fuzzy automata," Fuzzy Sets Syst., vol. 61, pp. 37-42, 1994.
    • (1994) Fuzzy Sets Syst. , vol.61 , pp. 37-42
    • Steimann, F.1    Adlassnig, K.P.2
  • 34
    • 0036207031 scopus 로고    scopus 로고
    • Automatic pattern recognition in ECG time series
    • K. Sternickel, "Automatic pattern recognition in ECG time series," Comput. Meth. Programs Biomed., vol. 68, pp. 109-115, 2002.
    • (2002) Comput. Meth. Programs Biomed. , vol.68 , pp. 109-115
    • Sternickel, K.1
  • 35
    • 0027867202 scopus 로고
    • A knowledge based system for the interpretation of arrhythmias in long term ECG
    • A. Taddei, M. Niccolai, M. Emdin, and C. Marchesi, "A knowledge based system for the interpretation of arrhythmias in long term ECG," in Proc. Computers in Cardiology, 1993, pp. 887-890.
    • (1993) Proc. Computers in Cardiology , pp. 887-890
    • Taddei, A.1    Niccolai, M.2    Emdin, M.3    Marchesi, C.4
  • 36
    • 0036201816 scopus 로고    scopus 로고
    • Interpreting ECG data by integrating statistical and artificial intelligence tools
    • Jan./Feb.
    • E. Tatara and A. Cinar, "Interpreting ECG data by integrating statistical and artificial intelligence tools," in IEEE Eng. Med. Biol. Mag., Jan./Feb. 2002, pp. 36-41.
    • (2002) IEEE Eng. Med. Biol. Mag. , pp. 36-41
    • Tatara, E.1    Cinar, A.2
  • 37
    • 0027174380 scopus 로고
    • Model-based interpretation of the ECG: A methodology for temporal and spatial reasoning
    • D. A. Tong and L. E. Widman, "Model-based interpretation of the ECG: A methodology for temporal and spatial reasoning," Comput. Biomed. Res., vol. 26, no. 3, pp. 206-219, 1993.
    • (1993) Comput. Biomed. Res. , vol.26 , Issue.3 , pp. 206-219
    • Tong, D.A.1    Widman, L.E.2
  • 40
    • 0019226629 scopus 로고
    • Syntactic approach to ECG rhythm analysis
    • J. K. Udupa and I. S. N. Murthy, "Syntactic approach to ECG rhythm analysis," IEEE Trans. Biomed. Eng., vol. 27, pp. 370-375, 1980.
    • (1980) IEEE Trans. Biomed. Eng. , vol.27 , pp. 370-375
    • Udupa, J.K.1    Murthy, I.S.N.2
  • 41
    • 0026848861 scopus 로고
    • Neural-network-based adaptive matched filtering for QRS detection
    • Apr.
    • Q. Xue, Y. H. Hu, and W. J. Tompkins, "Neural-network-based adaptive matched filtering for QRS detection," IEEE Trans. Biomed. Eng., vol. 39, no. 4, pp. 317-329, Apr. 1992.
    • (1992) IEEE Trans. Biomed. Eng. , vol.39 , Issue.4 , pp. 317-329
    • Xue, Q.1    Hu, Y.H.2    Tompkins, W.J.3
  • 42
    • 0029517573 scopus 로고
    • A patient-adaptive neural network ECG patient monitoring algorithm
    • Wien, Austria
    • R. L. Watrous and G. Towell, "A patient-adaptive neural network ECG patient monitoring algorithm," in Proc. Computers in Cardiology, Wien, Austria, 1995, pp. 229-232.
    • (1995) Proc. Computers in Cardiology , pp. 229-232
    • Watrous, R.L.1    Towell, G.2
  • 43
    • 0006887154 scopus 로고    scopus 로고
    • Automated ECG rhythm analysis using fuzzy reasoning
    • Cleveland, OH
    • W. Zong and D. Jiang, "Automated ECG rhythm analysis using fuzzy reasoning," in Proc. Computers in Cardiology, Cleveland, OH, 1998, pp. 69-72.
    • (1998) Proc. Computers in Cardiology , pp. 69-72
    • Zong, W.1    Jiang, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.