-
2
-
-
0030131032
-
Classification of cardiac arrhythmias using fuzzy ARTMAP
-
Ham F.M., Han S. Classification of cardiac arrhythmias using fuzzy ARTMAP. IEEE Trans. Biomed. Eng. 1996, 43:425-430.
-
(1996)
IEEE Trans. Biomed. Eng.
, vol.43
, pp. 425-430
-
-
Ham, F.M.1
Han, S.2
-
3
-
-
0027466620
-
Comparison of four techniques for recognition of ventricular fibrillation of the surface ECG
-
Clayton R.H., Murray A., Campbell R.W.F. Comparison of four techniques for recognition of ventricular fibrillation of the surface ECG. Med. Biol. Eng. Comput. 1993, 31:111-117.
-
(1993)
Med. Biol. Eng. Comput.
, vol.31
, pp. 111-117
-
-
Clayton, R.H.1
Murray, A.2
Campbell, R.W.F.3
-
4
-
-
0028532661
-
Artificial neural networks for the diagnosis of atrial fibrillation
-
Yang T.F., Device B., Macfarlane P.W. Artificial neural networks for the diagnosis of atrial fibrillation. Med. Biol. Eng. Comput. 1994, 32:615-619.
-
(1994)
Med. Biol. Eng. Comput.
, vol.32
, pp. 615-619
-
-
Yang, T.F.1
Device, B.2
Macfarlane, P.W.3
-
5
-
-
0031281333
-
Detection of life-threatening cardiac arrhythmias using wavelet transformation
-
Khadra L., Al-Fahoum A.S., Al-Nashash H. Detection of life-threatening cardiac arrhythmias using wavelet transformation. Med. Biol. Eng. Comput. 1997, 35:626-632.
-
(1997)
Med. Biol. Eng. Comput.
, vol.35
, pp. 626-632
-
-
Khadra, L.1
Al-Fahoum, A.S.2
Al-Nashash, H.3
-
6
-
-
0032957206
-
Real-time discrimination of ventricular tachyarrhythmia with Fourier-transform neural network
-
Minami K., Nakajima H., Toyoshima T. Real-time discrimination of ventricular tachyarrhythmia with Fourier-transform neural network. IEEE Trans. Biomed. Eng. 1999, 46:179-185.
-
(1999)
IEEE Trans. Biomed. Eng.
, vol.46
, pp. 179-185
-
-
Minami, K.1
Nakajima, H.2
Toyoshima, T.3
-
7
-
-
0033004249
-
Detecting ventricular tachycardia and fibrillation by complexity measure
-
Zhang X.S., Zhu Y.S., Thakor N.V., Wang Z.Z. Detecting ventricular tachycardia and fibrillation by complexity measure. IEEE Trans. Biomed. Eng. 1999, 45:548-555.
-
(1999)
IEEE Trans. Biomed. Eng.
, vol.45
, pp. 548-555
-
-
Zhang, X.S.1
Zhu, Y.S.2
Thakor, N.V.3
Wang, Z.Z.4
-
8
-
-
0032828829
-
Combined wavelet transformation and radial basis neural networks for classifying life-threatening cardiac arrhythmias
-
Al-Fahoum A.S., Howitt I. Combined wavelet transformation and radial basis neural networks for classifying life-threatening cardiac arrhythmias. Med. Biol. Eng. Comput. 1999, 37:566-573.
-
(1999)
Med. Biol. Eng. Comput.
, vol.37
, pp. 566-573
-
-
Al-Fahoum, A.S.1
Howitt, I.2
-
9
-
-
0036083108
-
Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification
-
Owis M.I., Abou-Zied A.H., Youssef A.M., Kadah Y.M. Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification. IEEE Trans. Biomed. Eng. 2002, 49:733-736.
-
(2002)
IEEE Trans. Biomed. Eng.
, vol.49
, pp. 733-736
-
-
Owis, M.I.1
Abou-Zied, A.H.2
Youssef, A.M.3
Kadah, Y.M.4
-
10
-
-
0034909765
-
ECG beat classification by a hybrid neural network
-
Dokur Z., Olmez T. ECG beat classification by a hybrid neural network. Comput. Methods Programs Biomed. 2001, 66:167-181.
-
(2001)
Comput. Methods Programs Biomed.
, vol.66
, pp. 167-181
-
-
Dokur, Z.1
Olmez, T.2
-
11
-
-
0034774017
-
ECG beat recognition using fuzzy hybrid neural network
-
Osowski S., Linh T.H. ECG beat recognition using fuzzy hybrid neural network. IEEE Trans. Biomed. Eng. 2001, 48:1265-1271.
-
(2001)
IEEE Trans. Biomed. Eng.
, vol.48
, pp. 1265-1271
-
-
Osowski, S.1
Linh, T.H.2
-
12
-
-
0031238509
-
A patient-adaptable ECG beat classifier using a mixture of experts approach
-
Hu Y.Z., Palreddy S., Tompkins W.J. A patient-adaptable ECG beat classifier using a mixture of experts approach. IEEE Trans. Biomed. Eng. 1997, 44:891-900.
-
(1997)
IEEE Trans. Biomed. Eng.
, vol.44
, pp. 891-900
-
-
Hu, Y.Z.1
Palreddy, S.2
Tompkins, W.J.3
-
13
-
-
0033918208
-
Clustering ECG complexes using hermite functions and self-organizing maps
-
Lagerholm M., Peterson C., Braccini G., Ebendrandt L., Sornmo L. Clustering ECG complexes using hermite functions and self-organizing maps. IEEE Trans. Biomed. Eng. 2000, 47:838-848.
-
(2000)
IEEE Trans. Biomed. Eng.
, vol.47
, pp. 838-848
-
-
Lagerholm, M.1
Peterson, C.2
Braccini, G.3
Ebendrandt, L.4
Sornmo, L.5
-
14
-
-
16244422622
-
An arrhythmia classification system based on the RR-interval signal
-
Tsipourasa M.G., Fotiadisa D.I., Sideris D. An arrhythmia classification system based on the RR-interval signal. Artif. Intell. Med. 2005, 33:237-250.
-
(2005)
Artif. Intell. Med.
, vol.33
, pp. 237-250
-
-
Tsipourasa, M.G.1
Fotiadisa, D.I.2
Sideris, D.3
-
15
-
-
27644465212
-
A quantitative analysis approach for cardiac arrhythmia classification using higher order spectral techniques
-
November
-
Khadra L., Al-Fahoum A., Binajjaj S. A quantitative analysis approach for cardiac arrhythmia classification using higher order spectral techniques. IEEE Trans. Biomed. Eng. 2005, 52(November).
-
(2005)
IEEE Trans. Biomed. Eng.
, vol.52
-
-
Khadra, L.1
Al-Fahoum, A.2
Binajjaj, S.3
-
17
-
-
1642265037
-
Support vector machine-based expert system for reliable heartbeat reliable heartbeat recognition
-
Osowski S., Hoai L.T., ve Markiewicz T. Support vector machine-based expert system for reliable heartbeat reliable heartbeat recognition. IEEE Trans. BME 2004, 51(4).
-
(2004)
IEEE Trans. BME
, vol.51
, Issue.4
-
-
Osowski, S.1
Hoai, L.T.2
ve Markiewicz, T.3
-
19
-
-
28844500635
-
Support vector machine based arrhythmia classification using reduced features
-
Song M.H., Lee J., Cho S.P., Lee K.J., ve Yoo S.K. Support vector machine based arrhythmia classification using reduced features. Int. J. Control Autom. Syst. 2005, 3(4):571-579.
-
(2005)
Int. J. Control Autom. Syst.
, vol.3
, Issue.4
, pp. 571-579
-
-
Song, M.H.1
Lee, J.2
Cho, S.P.3
Lee, K.J.4
ve Yoo, S.K.5
-
20
-
-
27744453578
-
Classification of ECG beats by using a fast least square support vector machines with a dynamic programming feature selection algorithm
-
Aci{dotless}r N. Classification of ECG beats by using a fast least square support vector machines with a dynamic programming feature selection algorithm. Neural Comput. Appl. 2005, 14(4):299-309.
-
(2005)
Neural Comput. Appl.
, vol.14
, Issue.4
, pp. 299-309
-
-
Acir, N.1
-
21
-
-
77955312160
-
Clustering MIT-BIH arrhythmias with ant colony optimization using time domain and PCA compressed wavelet coefficients
-
Mehmet Korürek, Ali Nizam Clustering MIT-BIH arrhythmias with ant colony optimization using time domain and PCA compressed wavelet coefficients. Digit. Signal Process. 2010, 20:1050-1060.
-
(2010)
Digit. Signal Process.
, vol.20
, pp. 1050-1060
-
-
Korürek, M.1
Nizam, A.2
-
22
-
-
77955313314
-
A new method for classification of ECG arrhythmias using neural network with adaptive activation function
-
Yüksel özbay, Gülay Tezel A new method for classification of ECG arrhythmias using neural network with adaptive activation function. Digit. Signal Process. 2010, 20:1040-1049.
-
(2010)
Digit. Signal Process.
, vol.20
, pp. 1040-1049
-
-
Yüksel, Ö.1
Gülay, T.2
-
23
-
-
70449519174
-
A robust wavelet-based multi-lead electrocardiogram delineation algorithm
-
Ghaffari A., Homaeinezhad M.R., Akraminia M., Atarod M., Daevaeiha M. A robust wavelet-based multi-lead electrocardiogram delineation algorithm. Med. Eng. Phys. 2009, 31:1219-1227.
-
(2009)
Med. Eng. Phys.
, vol.31
, pp. 1219-1227
-
-
Ghaffari, A.1
Homaeinezhad, M.R.2
Akraminia, M.3
Atarod, M.4
Daevaeiha, M.5
-
24
-
-
38649085923
-
Adaptive wavelet network for multiple cardiac arrhythmias recognition
-
Chia-Hung Lin, Yi-Chun Du, Tainsong Chen Adaptive wavelet network for multiple cardiac arrhythmias recognition. Expert Syst. Appl. 2008, 34:2601-2611.
-
(2008)
Expert Syst. Appl.
, vol.34
, pp. 2601-2611
-
-
Chia-Hung, L.1
Yi-Chun, D.2
Tainsong, C.3
-
25
-
-
0031336579
-
Arrhythmia diagnosis with discrimination of rhythm origin and measurement of heart-rate variation
-
Minami K., Nakajima H., ve Toyoshima T. Arrhythmia diagnosis with discrimination of rhythm origin and measurement of heart-rate variation. Comp. Cardiol. 1997, 243-246.
-
(1997)
Comp. Cardiol.
, pp. 243-246
-
-
Minami, K.1
Nakajima, H.2
ve Toyoshima, T.3
-
26
-
-
0027875602
-
Classification of cardiac arrhythmia based on principal components analysis and feedforward neural Networks
-
Nadal J., ve Bossan M. Classification of cardiac arrhythmia based on principal components analysis and feedforward neural Networks. Comput. Cardiol. 1993, 341-344.
-
(1993)
Comput. Cardiol.
, pp. 341-344
-
-
Nadal, J.1
ve Bossan, M.2
-
27
-
-
0031372059
-
Self-organizing maps and Hermite functions for classification of ECG complexes
-
Braccini G., Edenbrandt L., Lagerholm M., Peterson C., Rauer O., Rittner R., ve Sornmo L. Self-organizing maps and Hermite functions for classification of ECG complexes. Comp. Cardiol. 1997, 425-428.
-
(1997)
Comp. Cardiol.
, pp. 425-428
-
-
Braccini, G.1
Edenbrandt, L.2
Lagerholm, M.3
Peterson, C.4
Rauer, O.5
Rittner, R.6
ve Sornmo, L.7
-
28
-
-
2942709662
-
Automatic classification of heartbeats using ECG morphology and heartbeat interval features
-
de Chazal P., O'Dwyer M., Reilly R. Automatic classification of heartbeats using ECG morphology and heartbeat interval features. IEEE Trans. Biomed. Eng. 2004, 51(7):p1196-p1206.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, Issue.7
-
-
de Chazal, P.1
O'Dwyer, M.2
Reilly, R.3
-
29
-
-
33845864226
-
A patient-adapting heartbeat classifier using ECG morphology and heartbeat interval features
-
de Chazal P., Reilly R. A patient-adapting heartbeat classifier using ECG morphology and heartbeat interval features. IEEE Trans. Biomed. Eng. 2006, 53(12):2535-2543.
-
(2006)
IEEE Trans. Biomed. Eng.
, vol.53
, Issue.12
, pp. 2535-2543
-
-
de Chazal, P.1
Reilly, R.2
-
31
-
-
51749123574
-
Classification of ECG signals with support vector machine and particle swarm optimization
-
Melgani F., Yakoub B. Classification of ECG signals with support vector machine and particle swarm optimization. 3rd IEEE Trans. Inf. Technol. Biomed, vol. 12 2008, 667-677.
-
(2008)
3rd IEEE Trans. Inf. Technol. Biomed, vol. 12
, pp. 667-677
-
-
Melgani, F.1
Yakoub, B.2
-
33
-
-
34547595913
-
Combining classical HRV indices with wavelet entropy measures improves to performance in diagnosing congestive heart failure
-
Isler Y., Kuntalp M. Combining classical HRV indices with wavelet entropy measures improves to performance in diagnosing congestive heart failure. Comput. Biol. Med. 2007, 37(10):1502-1510.
-
(2007)
Comput. Biol. Med.
, vol.37
, Issue.10
, pp. 1502-1510
-
-
Isler, Y.1
Kuntalp, M.2
-
34
-
-
48749085152
-
Detection of valvular heart disorders using wavelet packet decomposition and support vector machine
-
Samjin Choi Detection of valvular heart disorders using wavelet packet decomposition and support vector machine. Expert Syst. Appl. 2008, 35(4):1679-1687.
-
(2008)
Expert Syst. Appl.
, vol.35
, Issue.4
, pp. 1679-1687
-
-
Samjin, C.1
-
35
-
-
0030127507
-
A review of wavelets in biomedical applications
-
Unser M., Aldroubi A. A review of wavelets in biomedical applications. Proc. IEEE 1996, 84(4):626-638.
-
(1996)
Proc. IEEE
, vol.84
, Issue.4
, pp. 626-638
-
-
Unser, M.1
Aldroubi, A.2
-
36
-
-
84856210721
-
-
PhysioNet, MIT-BIH Arrhythmia Database. [Online] Available from: .
-
PhysioNet, MIT-BIH Arrhythmia Database. [Online] Available from: http://www.physionet.org/.
-
-
-
-
37
-
-
84885763551
-
-
Spaan, Advances in Cardiac Signal Processing, ISBN-13: 978-3540366744, Springer,
-
Rajendra Acharya U, Jasjit S. Suri, Jos A. E. Spaan, Advances in Cardiac Signal Processing, ISBN-13: 978-3540366744, Springer, 2009.
-
(2009)
-
-
Rajendra Acharya, U.1
Jasjit, S.2
Suri Jos, A.E.3
-
39
-
-
84856225829
-
-
Wavelet toolbox for use with Matlab, User's Guide, Ver. 3.,The MathWorks, Inc.
-
M. Misiti, Y. Misiti, G. Oppenheim, J. M. Poggi, Wavelet toolbox for use with Matlab, User's Guide, Ver. 3.,The MathWorks, Inc., 2004.
-
(2004)
-
-
Misiti, M.1
Misiti, Y.2
Oppenheim, G.3
Poggi, J.M.4
-
40
-
-
0025482241
-
The wavelet transform, time-frequency localization and signal analysis
-
Daubechies I. The wavelet transform, time-frequency localization and signal analysis. IEEE Trans. Inform. Theory 1990, 36(5):961-1005.
-
(1990)
IEEE Trans. Inform. Theory
, vol.36
, Issue.5
, pp. 961-1005
-
-
Daubechies, I.1
-
41
-
-
0000134970
-
A wavelet packet approach to transient signal classification
-
Learned R.E., Willsky A.S. A wavelet packet approach to transient signal classification. Appl. Comput. Harmonic Anal. 1995, 2:265-278.
-
(1995)
Appl. Comput. Harmonic Anal.
, vol.2
, pp. 265-278
-
-
Learned, R.E.1
Willsky, A.S.2
-
42
-
-
0026119462
-
Tutorial on higher-order statistics (spectra) in signal processing and system theory: theoretical results and some applications
-
Mendel J.M. Tutorial on higher-order statistics (spectra) in signal processing and system theory: theoretical results and some applications. Proc. IEEE 1991, 79(3):278-305.
-
(1991)
Proc. IEEE
, vol.79
, Issue.3
, pp. 278-305
-
-
Mendel, J.M.1
-
46
-
-
67349217457
-
Noise-tolerant electrocardiogram beat classification based on higher order tatistics of subband components
-
June
-
Yu S.N., Chen Y.H. Noise-tolerant electrocardiogram beat classification based on higher order tatistics of subband components. Artif. Intell. Med. (Netherlands) 2009, 46(June (2)):165-178.
-
(2009)
Artif. Intell. Med. (Netherlands)
, vol.46
, Issue.2
, pp. 165-178
-
-
Yu, S.N.1
Chen, Y.H.2
-
48
-
-
5644259871
-
ECG beat classification using neuro-fuzzy network
-
Engin M. ECG beat classification using neuro-fuzzy network. Pattern Recogn. Lett. 2004, 25:1715-1722.
-
(2004)
Pattern Recogn. Lett.
, vol.25
, pp. 1715-1722
-
-
Engin, M.1
-
49
-
-
6444240833
-
ECG beat classifier designed by combined neural network model
-
Güler I., übeyli E.D. ECG beat classifier designed by combined neural network model. Pattern Recogn. 2005, 38(2):199-208.
-
(2005)
Pattern Recogn.
, vol.38
, Issue.2
, pp. 199-208
-
-
Güler, I.1
übeyli, E.D.2
-
50
-
-
84856231088
-
Multi-stage classification of abnormal patterns in EEG And ECG using model-free methods,
-
Dokuz Eylül University Graduate School Of Natural And Applied Sciences, Ph.D. Thesis,
-
Y. Kutlu, D. Kuntalp, Multi-stage classification of abnormal patterns in EEG And ECG using model-free methods, Dokuz Eylül University Graduate School Of Natural And Applied Sciences, Ph.D. Thesis, 2010.
-
(2010)
-
-
Kutlu, Y.1
Kuntalp, D.2
|