-
1
-
-
34047224578
-
Advanced Methods And Tools for ECG Data Analysis
-
1st ed. Artech House Publishers
-
[1] Clifford, G.D., Azuaje, F., McSharry, P., Advanced Methods And Tools for ECG Data Analysis. 1st ed., 2006, Artech House Publishers.
-
(2006)
-
-
Clifford, G.D.1
Azuaje, F.2
McSharry, P.3
-
2
-
-
34247189166
-
Multiadaptive bionic wavelet transform: application to ECG denoising and baseline wandering reduction
-
[2] Sayadi, O., Shamsollahi, M.B., Multiadaptive bionic wavelet transform: application to ECG denoising and baseline wandering reduction. EURASIP J. Adv. Signal Process. 2007:14 (2007), 1–11.
-
(2007)
EURASIP J. Adv. Signal Process.
, vol.2007
, Issue.14
, pp. 1-11
-
-
Sayadi, O.1
Shamsollahi, M.B.2
-
3
-
-
50049104061
-
ECG denoising and compression using a modified extended Kalman filter structure
-
[3] Sayadi, O., Shamsollahi, M.B., ECG denoising and compression using a modified extended Kalman filter structure. IEEE Trans. Biomed. Eng. 55:9 (2008), 2240–2248.
-
(2008)
IEEE Trans. Biomed. Eng.
, vol.55
, Issue.9
, pp. 2240-2248
-
-
Sayadi, O.1
Shamsollahi, M.B.2
-
4
-
-
12144285744
-
A wavelet-based ECG delineator: evaluation on standard databases
-
[4] Martinez, J.P., Almeida, R., Olmos, S., Rocha, A.P., Laguna, P., A wavelet-based ECG delineator: evaluation on standard databases. IEEE Trans. Biomed. Eng. 51:4 (2004), 570–581.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, Issue.4
, pp. 570-581
-
-
Martinez, J.P.1
Almeida, R.2
Olmos, S.3
Rocha, A.P.4
Laguna, P.5
-
5
-
-
0028960610
-
Detection of ECG characteristic points using wavelet transforms
-
[5] Li, C., Zheng, C., Tai, C., Detection of ECG characteristic points using wavelet transforms. IEEE Trans. Biomed. Eng. 42:1 (1995), 21–28.
-
(1995)
IEEE Trans. Biomed. Eng.
, vol.42
, Issue.1
, pp. 21-28
-
-
Li, C.1
Zheng, C.2
Tai, C.3
-
6
-
-
0031023185
-
DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis
-
[6] Bahoura, M., Hassani, M., Hubin, M., DSP implementation of wavelet transform for real time ECG wave forms detection and heart rate analysis. Comput. Method Programs Biomed. 52:1 (2007), 35–44.
-
(2007)
Comput. Method Programs Biomed.
, vol.52
, Issue.1
, pp. 35-44
-
-
Bahoura, M.1
Hassani, M.2
Hubin, M.3
-
7
-
-
2942709662
-
Automatic classification of heartbeats using ECG morphology and heartbeat interval features
-
[7] de Chazal, P., O'Dwyer, M., Reilly, R.B., Automatic classification of heartbeats using ECG morphology and heartbeat interval features. IEEE Trans. Biomed. Eng. 51:7 (2004), 1196–1206.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, Issue.7
, pp. 1196-1206
-
-
de Chazal, P.1
O'Dwyer, M.2
Reilly, R.B.3
-
8
-
-
84555190723
-
Weighted conditional random fields for supervised interpatient heartbeat classification
-
[8] de Lannoy, G., François, D., Delbeke, J., Verleysen, M., Weighted conditional random fields for supervised interpatient heartbeat classification. IEEE Trans. Biomed. Eng. 59:1 (2012), 241–247.
-
(2012)
IEEE Trans. Biomed. Eng.
, vol.59
, Issue.1
, pp. 241-247
-
-
de Lannoy, G.1
François, D.2
Delbeke, J.3
Verleysen, M.4
-
9
-
-
0033908714
-
Knowledge-based ECG interpretation: a critical review
-
[9] Kundu, M., Nasipuri, M., Basu, D.K., Knowledge-based ECG interpretation: a critical review. Pattern Recogn. 33:3 (2000), 351–373.
-
(2000)
Pattern Recogn.
, vol.33
, Issue.3
, pp. 351-373
-
-
Kundu, M.1
Nasipuri, M.2
Basu, D.K.3
-
10
-
-
0012485325
-
Testing and reporting performance results of cardiac rhythm and ST segment measurement algorithms
-
American National Standards Institute, Inc. (ANSI), Association for the Advancement of Medical Instrumentation (AAMI), ANSI/AAMI/ISO EC57, 1998-(R)2008
-
[10] ANSI/AAMI, Testing and reporting performance results of cardiac rhythm and ST segment measurement algorithms. 2008, American National Standards Institute, Inc. (ANSI), Association for the Advancement of Medical Instrumentation (AAMI), ANSI/AAMI/ISO EC57, 1998-(R)2008.
-
(2008)
-
-
ANSI/AAMI1
-
11
-
-
0020695647
-
The nature of electrical propagation in cardiac muscle
-
[11] Spach, M.S., Kootsey, J.M., The nature of electrical propagation in cardiac muscle. Am. J. Physiol. Heart Circ. Physiol. 244:H (1983), 3–22.
-
(1983)
Am. J. Physiol. Heart Circ. Physiol.
, vol.244
, Issue.H
, pp. 3-22
-
-
Spach, M.S.1
Kootsey, J.M.2
-
12
-
-
0018289307
-
Waller-pioneer of electrocardiography
-
[12] Besterman, E., Creese, R., Waller-pioneer of electrocardiography. Br. Heart J. 42:1 (1979), 61–64.
-
(1979)
Br. Heart J.
, vol.42
, Issue.1
, pp. 61-64
-
-
Besterman, E.1
Creese, R.2
-
13
-
-
84928668048
-
Off-the-person electrocardiography: performance assessment and clinical correlation
-
[13] da Silva, H.P., Carreiras, C., Lourenço, A., Fred, A., das Neves, R.C., Ferreira, R., Off-the-person electrocardiography: performance assessment and clinical correlation. Health Technol. 4:4 (2015), 309–318.
-
(2015)
Health Technol.
, vol.4
, Issue.4
, pp. 309-318
-
-
da Silva, H.P.1
Carreiras, C.2
Lourenço, A.3
Fred, A.4
das Neves, R.C.5
Ferreira, R.6
-
14
-
-
78650317618
-
Dry-contact and noncontact biopotential electrodes: methodological review
-
[14] Chi, Y.M., Jung, T.-P., Cauwenberghs, G., Dry-contact and noncontact biopotential electrodes: methodological review. IEEE Rev. Biomed. Eng. 3 (2010), 106–119.
-
(2010)
IEEE Rev. Biomed. Eng.
, vol.3
, pp. 106-119
-
-
Chi, Y.M.1
Jung, T.-P.2
Cauwenberghs, G.3
-
15
-
-
82155161006
-
High-performance groundless EEG/ECG capacitive electrodes
-
[15] Martins, R.C., Primor, D., Paiva, T., High-performance groundless EEG/ECG capacitive electrodes. 2011 IEEE International Workshop on Medical Measurements and Applications Proceedings (MeMeA), 2011, 503–506.
-
(2011)
2011 IEEE International Workshop on Medical Measurements and Applications Proceedings (MeMeA)
, pp. 503-506
-
-
Martins, R.C.1
Primor, D.2
Paiva, T.3
-
16
-
-
77956650689
-
The Six Second ECG: A Practical Guidebook to Basic ECG Interpretation
-
nursecom
-
[16] Barill, T., The Six Second ECG: A Practical Guidebook to Basic ECG Interpretation. 2003, nursecom.
-
(2003)
-
-
Barill, T.1
-
17
-
-
84864238440
-
An automatic patient-adapted ECG heartbeat classifier allowing expert assistance
-
[17] Llamedo, M., Martinez, J.P., An automatic patient-adapted ECG heartbeat classifier allowing expert assistance. IEEE Trans. Biomed. Eng. 59:8 (2012), 2312–2320.
-
(2012)
IEEE Trans. Biomed. Eng.
, vol.59
, Issue.8
, pp. 2312-2320
-
-
Llamedo, M.1
Martinez, J.P.2
-
18
-
-
84889610434
-
Electrocardiographic systems with reduced numbers of leads – synthesis of the 12-lead ECG
-
[18] Tomaŝić, I., Trobec, R., Electrocardiographic systems with reduced numbers of leads – synthesis of the 12-lead ECG. IEEE Rev. Biomed. Eng. 7 (2014), 126–142.
-
(2014)
IEEE Rev. Biomed. Eng.
, vol.7
, pp. 126-142
-
-
Tomaŝić, I.1
Trobec, R.2
-
21
-
-
27544448562
-
Methodological considerations in the design of trials for safety assessment of new drugs and chemical entities
-
[21] Pater, C., Methodological considerations in the design of trials for safety assessment of new drugs and chemical entities. Trials 6:1 (2005), 1–13.
-
(2005)
Trials
, vol.6
, Issue.1
, pp. 1-13
-
-
Pater, C.1
-
22
-
-
0014970585
-
Recursive digital filters for biological signals
-
[22] Lynn, P., Recursive digital filters for biological signals. Med. Biol. Eng. Comput. 9:1 (1979), 37–43.
-
(1979)
Med. Biol. Eng. Comput.
, vol.9
, Issue.1
, pp. 37-43
-
-
Lynn, P.1
-
23
-
-
0020332050
-
Fetal electrocardiogram enhancement by time-sequenced adaptive filtering
-
[23] Ferrara, E.R., Widraw, B., Fetal electrocardiogram enhancement by time-sequenced adaptive filtering. IEEE Trans. Biomed. Eng. 29:6 (1982), 458–460.
-
(1982)
IEEE Trans. Biomed. Eng.
, vol.29
, Issue.6
, pp. 458-460
-
-
Ferrara, E.R.1
Widraw, B.2
-
24
-
-
0020642320
-
ECG enhancement by adaptive cancellation of electrosurgical interference
-
[24] Yelderman, M., Widrow, B., Cioffi, J.M., Hesler, E., Leddy, J.A., ECG enhancement by adaptive cancellation of electrosurgical interference. IEEE Trans. Biomed. Eng. 30:7 (1983), 392–398.
-
(1983)
IEEE Trans. Biomed. Eng.
, vol.30
, Issue.7
, pp. 392-398
-
-
Yelderman, M.1
Widrow, B.2
Cioffi, J.M.3
Hesler, E.4
Leddy, J.A.5
-
25
-
-
0026203883
-
Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection
-
[25] Thakor, N.V., Zhu, Y.-S., Applications of adaptive filtering to ECG analysis: noise cancellation and arrhythmia detection. IEEE Trans. Biomed. Eng. 38:8 (1991), 785–794.
-
(1991)
IEEE Trans. Biomed. Eng.
, vol.38
, Issue.8
, pp. 785-794
-
-
Thakor, N.V.1
Zhu, Y.-S.2
-
26
-
-
0026848861
-
Neural-network-based adaptive matched filtering for QRS detection
-
[26] Xue, Q., Hu, Y.H., Tompkins, W.J., Neural-network-based adaptive matched filtering for QRS detection. IEEE Trans. Biomed. Eng. 39:4 (1992), 317–329.
-
(1992)
IEEE Trans. Biomed. Eng.
, vol.39
, Issue.4
, pp. 317-329
-
-
Xue, Q.1
Hu, Y.H.2
Tompkins, W.J.3
-
27
-
-
33646153511
-
Optimal selection of wavelet basis function applied to ECG signal denoising
-
[27] Singh, B.N., Tiwari, A.K., Optimal selection of wavelet basis function applied to ECG signal denoising. Digit. Signal Process. 16:3 (2006), 275–287.
-
(2006)
Digit. Signal Process.
, vol.16
, Issue.3
, pp. 275-287
-
-
Singh, B.N.1
Tiwari, A.K.2
-
28
-
-
33744914300
-
A real-time QRS detection method based on moving-averaging incorporating with wavelet denoising
-
[28] Chen, S.-W., Chen, H.-C., Chan, H.-L., A real-time QRS detection method based on moving-averaging incorporating with wavelet denoising. Comput. Method Programs Biomed. 82:3 (2006), 187–195.
-
(2006)
Comput. Method Programs Biomed.
, vol.82
, Issue.3
, pp. 187-195
-
-
Chen, S.-W.1
Chen, H.-C.2
Chan, H.-L.3
-
29
-
-
77954309290
-
Classification of the electrocardiogram signals using supervised classifiers and efficient features
-
[29] Zadeh, A.E., Khazaee, A., Ranaee, V., Classification of the electrocardiogram signals using supervised classifiers and efficient features. Comput. Method Programs Biomed. 99:2 (2010), 179–194.
-
(2010)
Comput. Method Programs Biomed.
, vol.99
, Issue.2
, pp. 179-194
-
-
Zadeh, A.E.1
Khazaee, A.2
Ranaee, V.3
-
30
-
-
36348946459
-
A nonlinear Bayesian filtering framework for ECG denoising
-
[30] Sameni, R., Shamsollahi, M.B., Jutten, C., Clifford, G.D., A nonlinear Bayesian filtering framework for ECG denoising. IEEE Trans. Biomed. Eng. 54:12 (2007), 2172–2185.
-
(2007)
IEEE Trans. Biomed. Eng.
, vol.54
, Issue.12
, pp. 2172-2185
-
-
Sameni, R.1
Shamsollahi, M.B.2
Jutten, C.3
Clifford, G.D.4
-
31
-
-
77952696573
-
Analysis of multidomain features for ECG classification
-
[31] Soria, M.L., Martinez, J.P., Analysis of multidomain features for ECG classification. Comput. Cardiol., 2009, 561–564.
-
(2009)
Comput. Cardiol.
, pp. 561-564
-
-
Soria, M.L.1
Martinez, J.P.2
-
32
-
-
79952510758
-
Weighted SVMs and feature relevance assessment in supervised heart beat classification
-
[32] de Lannoy, G., François, D., Delbeke, J., Verleysen, M., Weighted SVMs and feature relevance assessment in supervised heart beat classification. Biomedical Engineering Systems and Technologies (BIOSTEC), 2010, 212–223.
-
(2010)
Biomedical Engineering Systems and Technologies (BIOSTEC)
, pp. 212-223
-
-
de Lannoy, G.1
François, D.2
Delbeke, J.3
Verleysen, M.4
-
33
-
-
62249091791
-
Hierarchical support vector machine based heartbeat classification using higher order statistics and hermite basis function
-
[33] Park, K.S., Cho, B.H., Lee, D.H., Song, S.H., Lee, J.S., Chee, Y.J., Kim, I.Y., Kim, S.I., Hierarchical support vector machine based heartbeat classification using higher order statistics and hermite basis function. Comput. Cardiol., 2008, 229–232.
-
(2008)
Comput. Cardiol.
, pp. 229-232
-
-
Park, K.S.1
Cho, B.H.2
Lee, D.H.3
Song, S.H.4
Lee, J.S.5
Chee, Y.J.6
Kim, I.Y.7
Kim, S.I.8
-
34
-
-
79960710929
-
Optimization of ECG classification by means of feature selection
-
[34] Mar, T., Zaunseder, S., Martínez, J.P., Llamedo, M., Poll, R., Optimization of ECG classification by means of feature selection. IEEE Trans. Biomed. Eng. 58:8 (2011), 2168–2177.
-
(2011)
IEEE Trans. Biomed. Eng.
, vol.58
, Issue.8
, pp. 2168-2177
-
-
Mar, T.1
Zaunseder, S.2
Martínez, J.P.3
Llamedo, M.4
Poll, R.5
-
35
-
-
84893972699
-
Heartbeat classification using disease-specific feature selection
-
[35] Zhang, Z., Dong, J., Luo, X., Choi, K.-S., Wu, X., Heartbeat classification using disease-specific feature selection. Comput. Biol. Med. 46 (2014), 79–89.
-
(2014)
Comput. Biol. Med.
, vol.46
, pp. 79-89
-
-
Zhang, Z.1
Dong, J.2
Luo, X.3
Choi, K.-S.4
Wu, X.5
-
36
-
-
84921028186
-
Heartbeat classification using decision level fusion
-
[36] Zhang, Z., Luo, X., Heartbeat classification using decision level fusion. Biomed. Eng. Lett. 4:4 (2014), 388–395.
-
(2014)
Biomed. Eng. Lett.
, vol.4
, Issue.4
, pp. 388-395
-
-
Zhang, Z.1
Luo, X.2
-
37
-
-
79952156441
-
Heartbeat classification using feature selection driven by database generalization criteria
-
[37] Llamedo, M., Martí nez, J.P., Heartbeat classification using feature selection driven by database generalization criteria. IEEE Trans. Biomed. Eng. 58:3 (2011), 616–625.
-
(2011)
IEEE Trans. Biomed. Eng.
, vol.58
, Issue.3
, pp. 616-625
-
-
Llamedo, M.1
Martí nez, J.P.2
-
38
-
-
84874580309
-
Combining general multi-class and specific two-class classifiers for improved customized ECG heartbeat classification
-
[38] Ye, C., Kumar, B.V.K., Coimbra, M.T., Combining general multi-class and specific two-class classifiers for improved customized ECG heartbeat classification. International Conference on Pattern Recognition (ICPR), 2012, 2428–2431.
-
(2012)
International Conference on Pattern Recognition (ICPR)
, pp. 2428-2431
-
-
Ye, C.1
Kumar, B.V.K.2
Coimbra, M.T.3
-
40
-
-
84877836214
-
Domain adaptation methods for ECG classification
-
[40] Bazi, Y., Alajlan, N., AlHichri, H., Malek, S., Domain adaptation methods for ECG classification. International Conference on Computer Medical Applications (ICCMA), 2013, 1–4.
-
(2013)
International Conference on Computer Medical Applications (ICCMA)
, pp. 1-4
-
-
Bazi, Y.1
Alajlan, N.2
AlHichri, H.3
Malek, S.4
-
41
-
-
84901760066
-
Heartbeat classification using normalized RR intervals and morphological features
-
[41] Lin, C.-C., Yang, C.-M., Heartbeat classification using normalized RR intervals and morphological features. Math. Problem Eng. 2014 (2014), 1–11.
-
(2014)
Math. Problem Eng.
, vol.2014
, pp. 1-11
-
-
Lin, C.-C.1
Yang, C.-M.2
-
42
-
-
84903344707
-
A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals
-
[42] Huang, H., Liu, J., Zhu, Q., Wang, R., Hu, G., A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals. Biomed. Eng. Online 13 (2014), 1–26.
-
(2014)
Biomed. Eng. Online
, vol.13
, pp. 1-26
-
-
Huang, H.1
Liu, J.2
Zhu, Q.3
Wang, R.4
Hu, G.5
-
43
-
-
84929376678
-
Electrocardiogram classification using reservoir computing with logistic regression
-
[43] Escalona-Moran, M.A., Soriano, M.C., Fischer, I., Mirasso, C.R., Electrocardiogram classification using reservoir computing with logistic regression. IEEE J. Biomed. Health Inform. 19:3 (2015), 892–898.
-
(2015)
IEEE J. Biomed. Health Inform.
, vol.19
, Issue.3
, pp. 892-898
-
-
Escalona-Moran, M.A.1
Soriano, M.C.2
Fischer, I.3
Mirasso, C.R.4
-
44
-
-
6444240833
-
ECG beat classifier designed by combined neural network model
-
[44] Güler, I., Übeyli, E.D., ECG beat classifier designed by combined neural network model. Pattern Recogn. 38:2 (2005), 199–208.
-
(2005)
Pattern Recogn.
, vol.38
, Issue.2
, pp. 199-208
-
-
Güler, I.1
Übeyli, E.D.2
-
45
-
-
0020948396
-
Development and evaluation of a 2-lead ECG analysis program
-
[45] Moody, G.B., Mark, R.G., Development and evaluation of a 2-lead ECG analysis program. Comput. Cardiol., 1982, 39–44.
-
(1982)
Comput. Cardiol.
, pp. 39-44
-
-
Moody, G.B.1
Mark, R.G.2
-
46
-
-
0032940127
-
ECG beat detection using filter banks
-
[46] Afonso, V.X., Tompkins, W.J., Nguyen, T.Q., Luo, S., ECG beat detection using filter banks. IEEE Trans. Biomed. Eng. 46:2 (1999), 192–202.
-
(1999)
IEEE Trans. Biomed. Eng.
, vol.46
, Issue.2
, pp. 192-202
-
-
Afonso, V.X.1
Tompkins, W.J.2
Nguyen, T.Q.3
Luo, S.4
-
47
-
-
0030316093
-
A simple real-time QRS detection algorithm
-
[47] Lee, J., Jeong, K., Yoon, J., Lee, M., A simple real-time QRS detection algorithm. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Vol. 4, 1996, 1396–1398.
-
(1996)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Vol. 4
, pp. 1396-1398
-
-
Lee, J.1
Jeong, K.2
Yoon, J.3
Lee, M.4
-
48
-
-
0022929617
-
Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database
-
[48] Hamilton, P.S., Tompkins, W.J., Quantitative investigation of QRS detection rules using the MIT/BIH arrhythmia database. IEEE Trans. Biomed. Eng. 33:12 (1986), 1157–1165.
-
(1986)
IEEE Trans. Biomed. Eng.
, vol.33
, Issue.12
, pp. 1157-1165
-
-
Hamilton, P.S.1
Tompkins, W.J.2
-
49
-
-
0021892137
-
A real-time QRS detection algorithm
-
[49] Pan, J., Tompkins, W.J., A real-time QRS detection algorithm. IEEE Trans. Biomed. Eng. 32:3 (1985), 230–236.
-
(1985)
IEEE Trans. Biomed. Eng.
, vol.32
, Issue.3
, pp. 230-236
-
-
Pan, J.1
Tompkins, W.J.2
-
50
-
-
0029394907
-
Genetic design of optimum linear and nonlinear QRS detectors
-
[50] Poli, R., Cagnoni, S., Valli, G., Genetic design of optimum linear and nonlinear QRS detectors. IEEE Trans. Biomed. Eng. 42:11 (1995), 1137–1141.
-
(1995)
IEEE Trans. Biomed. Eng.
, vol.42
, Issue.11
, pp. 1137-1141
-
-
Poli, R.1
Cagnoni, S.2
Valli, G.3
-
51
-
-
0036950334
-
A QRS complex detection algorithm using electrocardiogram leads
-
[51] Moraes, J.C.T.B., Freitas, M.M., Vilani, F.N., Costa, E.V., A QRS complex detection algorithm using electrocardiogram leads. Comput. Cardiol., 2002, 205–208.
-
(2002)
Comput. Cardiol.
, pp. 205-208
-
-
Moraes, J.C.T.B.1
Freitas, M.M.2
Vilani, F.N.3
Costa, E.V.4
-
52
-
-
0036950331
-
Open source ECG analysis
-
[52] Hamilton, P., Open source ECG analysis. Comput. Cardiol., 2002, 101–104.
-
(2002)
Comput. Cardiol.
, pp. 101-104
-
-
Hamilton, P.1
-
53
-
-
0028205396
-
Application of artificial neural networks for ECG signal detection and classification
-
[53] Hu, Y.H., Tompkins, W.J., Urrusti, J.L., Afonso, V.X., Application of artificial neural networks for ECG signal detection and classification. J. Eletrocardiol. 26:Suppl. (1990), 66–73.
-
(1990)
J. Eletrocardiol.
, vol.26
, pp. 66-73
-
-
Hu, Y.H.1
Tompkins, W.J.2
Urrusti, J.L.3
Afonso, V.X.4
-
54
-
-
46249107626
-
QRS complexes detection for ECG signal: the difference operation method
-
[54] Yeh, Y.-C., Wang, W.-J., QRS complexes detection for ECG signal: the difference operation method. Comput. Method Program Biomed. 91:3 (2008), 245–254.
-
(2008)
Comput. Method Program Biomed.
, vol.91
, Issue.3
, pp. 245-254
-
-
Yeh, Y.-C.1
Wang, W.-J.2
-
55
-
-
63649093019
-
A model-based Bayesian framework for ECG beat segmentation
-
[55] Sayadi, O., Shamsollahi, M.B., A model-based Bayesian framework for ECG beat segmentation. Physiol. Meas. 30:3 (2009), 335–352.
-
(2009)
Physiol. Meas.
, vol.30
, Issue.3
, pp. 335-352
-
-
Sayadi, O.1
Shamsollahi, M.B.2
-
56
-
-
84984877741
-
MIT-BIH ECG database
-
Available at:
-
[56] Massachusetts Institute of Technology, MIT-BIH ECG database. 2011 Available at: http://ecg.mit.edu/.
-
(2011)
-
-
Massachusetts Institute of Technology1
-
57
-
-
84984865821
-
AHA database
-
Available at:
-
[57] American Heart Association, AHA database. 1998 Available at: http://www.ahadata.com/.
-
(1998)
-
-
American Heart Association1
-
58
-
-
0025171427
-
Standardisation and validation of medical decision support systems: the CSE project
-
[58] van Bemmel, J.H., Williams, J.L., Standardisation and validation of medical decision support systems: the CSE project. Method Inf. Med. 29:4 (1990), 261–262.
-
(1990)
Method Inf. Med.
, vol.29
, Issue.4
, pp. 261-262
-
-
van Bemmel, J.H.1
Williams, J.L.2
-
59
-
-
0036209724
-
The principles of software QRS detection
-
[59] Kohler, B.-U., Hennig, C., Orglmeister, R., The principles of software QRS detection. IEEE Eng. Med. Biol. Mag. 21:1 (2002), 42–57.
-
(2002)
IEEE Eng. Med. Biol. Mag.
, vol.21
, Issue.1
, pp. 42-57
-
-
Kohler, B.-U.1
Hennig, C.2
Orglmeister, R.3
-
60
-
-
0033013914
-
Wavelet transform-based QRS complex detector
-
[60] Kadambe, S., Murray, R., Boudreaux-Bartels, G.F., Wavelet transform-based QRS complex detector. IEEE Trans. Biomed. Eng. 46:7 (1999), 838–848.
-
(1999)
IEEE Trans. Biomed. Eng.
, vol.46
, Issue.7
, pp. 838-848
-
-
Kadambe, S.1
Murray, R.2
Boudreaux-Bartels, G.F.3
-
61
-
-
1542270973
-
Detecting and classifying life-threatening ECG ventricular arrythmias using wavelet decomposition
-
[61] Jung, Y., Tompkins, W.J., Detecting and classifying life-threatening ECG ventricular arrythmias using wavelet decomposition. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Vol. 3, 2003, 2390–2393.
-
(2003)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Vol. 3
, pp. 2390-2393
-
-
Jung, Y.1
Tompkins, W.J.2
-
62
-
-
76849115999
-
ECG signal compression and classification algorithm with quad level vector for ECG holter system
-
[62] Kim, H., Yazicioglu, R.F., Merken, P., van Hoof, C., Yoo, H.-J., ECG signal compression and classification algorithm with quad level vector for ECG holter system. IEEE Trans. Inf. Technol. Biomed. 14:1 (2010), 93–100.
-
(2010)
IEEE Trans. Inf. Technol. Biomed.
, vol.14
, Issue.1
, pp. 93-100
-
-
Kim, H.1
Yazicioglu, R.F.2
Merken, P.3
van Hoof, C.4
Yoo, H.-J.5
-
63
-
-
0028211695
-
Automatic detection of wave boundaries in multilead ECG signals: validation with the CSE database
-
[63] Laguna, P., Jané, R., Caminal, P., Automatic detection of wave boundaries in multilead ECG signals: validation with the CSE database. Comput. Biomed. Res. 27:1 (1994), 45–60.
-
(1994)
Comput. Biomed. Res.
, vol.27
, Issue.1
, pp. 45-60
-
-
Laguna, P.1
Jané, R.2
Caminal, P.3
-
64
-
-
0031367598
-
Selection of parameters from power spectral density, wavelet transforms and other methods for the automated interpretation of the ECG
-
[64] Celler, B., de Chazal, P., Selection of parameters from power spectral density, wavelet transforms and other methods for the automated interpretation of the ECG. IEEE International Conference on Digital Signal Processing (ICDSP), 1997, 71–74.
-
(1997)
IEEE International Conference on Digital Signal Processing (ICDSP)
, pp. 71-74
-
-
Celler, B.1
de Chazal, P.2
-
65
-
-
0030675759
-
DSP based ST-segment analysis: the wavelet approach
-
[65] Sahambi, J.S., Tandon, S.N., Bhatt, R.K.P., DSP based ST-segment analysis: the wavelet approach. Southern Biomedical Engineering Conference, 1997, 455–457.
-
(1997)
Southern Biomedical Engineering Conference
, pp. 455-457
-
-
Sahambi, J.S.1
Tandon, S.N.2
Bhatt, R.K.P.3
-
66
-
-
84866562436
-
Heartbeat classification using morphological and dynamic features of ECG signals
-
[66] Ye, C., Bhagavatula, V., Coimbra, M.T., Heartbeat classification using morphological and dynamic features of ECG signals. IEEE Trans. Biomed. Eng. 59:10 (2012), 2930–2941.
-
(2012)
IEEE Trans. Biomed. Eng.
, vol.59
, Issue.10
, pp. 2930-2941
-
-
Ye, C.1
Bhagavatula, V.2
Coimbra, M.T.3
-
67
-
-
33747277666
-
A platform for wide scale integration and visual representation of medical intelligence in cardiology: the decision support framework
-
[67] Exarchos, T.P., Tsipouras, M.G., Nanou, D., Bazios, C., Antoniou, Y., Fotiadis, D.I., A platform for wide scale integration and visual representation of medical intelligence in cardiology: the decision support framework. Comput. Cardiol., 2005, 167–170.
-
(2005)
Comput. Cardiol.
, pp. 167-170
-
-
Exarchos, T.P.1
Tsipouras, M.G.2
Nanou, D.3
Bazios, C.4
Antoniou, Y.5
Fotiadis, D.I.6
-
68
-
-
34447285485
-
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
-
[68] Exarchos, T.P., Tsipouras, M.G., Exarchos, C.P., Papaloukas, C., Fotiadis, D.I., Michalis, L.K., 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. 40:3 (2007), 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
-
69
-
-
84876778116
-
Investigation and classification of ECG beat using input output additional weighted feed forward neural network
-
[69] Kumar, R.G., Kumaraswamy, Y.S., Investigation and classification of ECG beat using input output additional weighted feed forward neural network. International Conference on Signal Processing, Image Processing & Pattern Recognition (ICSIPR), 2013, 200–205.
-
(2013)
International Conference on Signal Processing, Image Processing & Pattern Recognition (ICSIPR)
, pp. 200-205
-
-
Kumar, R.G.1
Kumaraswamy, Y.S.2
-
70
-
-
78650847852
-
Arrhythmia detection and classification using morphological and dynamic features of ECG signals
-
[70] Ye, C., Coimbra, M.T., Kumar, B.V.K.V., Arrhythmia detection and classification using morphological and dynamic features of ECG signals. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010, 1918–1921.
-
(2010)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
, pp. 1918-1921
-
-
Ye, C.1
Coimbra, M.T.2
Kumar, B.V.K.V.3
-
71
-
-
80052679977
-
Feature selection for interpatient supervised heart beat classification
-
[71] Doquire, G., de Lannoy, G., François, D., Verleysen, M., Feature selection for interpatient supervised heart beat classification. Comput. Intell. Neurosci. 2011 (2011), 1–9.
-
(2011)
Comput. Intell. Neurosci.
, vol.2011
, pp. 1-9
-
-
Doquire, G.1
de Lannoy, G.2
François, D.3
Verleysen, M.4
-
72
-
-
77957849289
-
ECG beat classification using particle swarm optimization and radial basis function neural network
-
[72] Korürek, M., Doğan, B., ECG beat classification using particle swarm optimization and radial basis function neural network. Expert Syst. Appl. 37:12 (2010), 7563–7569.
-
(2010)
Expert Syst. Appl.
, vol.37
, Issue.12
, pp. 7563-7569
-
-
Korürek, M.1
Doğan, B.2
-
73
-
-
59649126172
-
Classification of ECG complexes using self-organizing CMAC
-
[73] Wen, C., Lin, T.-C., Chang, K.-C., Huang, C.-H., Classification of ECG complexes using self-organizing CMAC. Measurement 42:3 (2009), 399–407.
-
(2009)
Measurement
, vol.42
, Issue.3
, pp. 399-407
-
-
Wen, C.1
Lin, T.-C.2
Chang, K.-C.3
Huang, C.-H.4
-
74
-
-
77955313314
-
A new method for classification of ECG arrhythmias using neural network with adaptive activation function
-
[74] Özbay, Y., Tezel, G., A new method for classification of ECG arrhythmias using neural network with adaptive activation function. Digit. Signal Process. 20:4 (2010), 1040–1049.
-
(2010)
Digit. Signal Process.
, vol.20
, Issue.4
, pp. 1040-1049
-
-
Özbay, Y.1
Tezel, G.2
-
75
-
-
33947228430
-
Principal component analysis in ECG signal processing
-
[75] Castells, F., Laguna, P., Sörnmo, L., Bollmann, A., Roig, J.M., Principal component analysis in ECG signal processing. EURASIP J. Appl. Signal Process., 2007(1), 2007, 98.
-
(2007)
EURASIP J. Appl. Signal Process.
, vol.2007
, Issue.1
, pp. 98
-
-
Castells, F.1
Laguna, P.2
Sörnmo, L.3
Bollmann, A.4
Roig, J.M.5
-
76
-
-
33846438201
-
Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network
-
[76] Ceylan, R., Özbay, Y., Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network. Expert Syst. Appl. 33:2 (2007), 286–295.
-
(2007)
Expert Syst. Appl.
, vol.33
, Issue.2
, pp. 286-295
-
-
Ceylan, R.1
Özbay, Y.2
-
77
-
-
74049158271
-
Robust algorithm for arrhythmia classification in ECG using extreme learning machine
-
[77] Kim, J., Shin, H.S., Shin, J., Lee, M., Robust algorithm for arrhythmia classification in ECG using extreme learning machine. BioMed. Eng. OnLine 8:1 (2009), 1–12.
-
(2009)
BioMed. Eng. OnLine
, vol.8
, Issue.1
, pp. 1-12
-
-
Kim, J.1
Shin, H.S.2
Shin, J.3
Lee, M.4
-
78
-
-
84922823337
-
Using independent component analysis to obtain feature space for reliable ECG arrhythmia classification
-
[78] Sarfraz, M., Khan, A.A., Li, F.F., Using independent component analysis to obtain feature space for reliable ECG arrhythmia classification. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2014, 62–67.
-
(2014)
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
, pp. 62-67
-
-
Sarfraz, M.1
Khan, A.A.2
Li, F.F.3
-
79
-
-
38649095183
-
Integration of independent component analysis and neural networks for ECG beat classification
-
[79] Yu, S.-N., Chou, K.-T., Integration of independent component analysis and neural networks for ECG beat classification. Expert Syst. Appl. 34:4 (2008), 2841–2846.
-
(2008)
Expert Syst. Appl.
, vol.34
, Issue.4
, pp. 2841-2846
-
-
Yu, S.-N.1
Chou, K.-T.2
-
80
-
-
56349170342
-
Selection of significant independent components for ECG beat classification
-
[80] Yu, S.-N., Chou, K.-T., Selection of significant independent components for ECG beat classification. Expert Syst. Appl. 36:2 (2009), 2088–2096.
-
(2009)
Expert Syst. Appl.
, vol.36
, Issue.2
, pp. 2088-2096
-
-
Yu, S.-N.1
Chou, K.-T.2
-
81
-
-
70349490443
-
A comparative analysis of principal component and independent component techniques for electrocardiograms
-
[81] Chawla, M., A comparative analysis of principal component and independent component techniques for electrocardiograms. Neural Comput. Appl. 18:6 (2009), 539–556.
-
(2009)
Neural Comput. Appl.
, vol.18
, Issue.6
, pp. 539-556
-
-
Chawla, M.1
-
82
-
-
84055218483
-
PCA and KPCA of ECG signals with binary SVM classification
-
[82] Kanaan, L., Merheb, D., Kallas, M., Francis, C., Amoud, H., Honeine, P., PCA and KPCA of ECG signals with binary SVM classification. IEEE Workshop on Signal Processing Systems (SiPS), 2011, 344–348.
-
(2011)
IEEE Workshop on Signal Processing Systems (SiPS)
, pp. 344-348
-
-
Kanaan, L.1
Merheb, D.2
Kallas, M.3
Francis, C.4
Amoud, H.5
Honeine, P.6
-
83
-
-
84864241225
-
Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals
-
[83] Kallas, M., Francis, C., Kanaan, L., Merheb, D., Honeine, P., Amoud, H., Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals. International Conference on Telecommunications (ICT), 2012, 1–5.
-
(2012)
International Conference on Telecommunications (ICT)
, pp. 1-5
-
-
Kallas, M.1
Francis, C.2
Kanaan, L.3
Merheb, D.4
Honeine, P.5
Amoud, H.6
-
84
-
-
32644482767
-
A fuzzy clustering neural network architecture for classification of ECG arrhythmias
-
[84] Özbay, Y., Ceylan, R., Karlik, B., A fuzzy clustering neural network architecture for classification of ECG arrhythmias. Comput. Biol. Med. 36:4 (2006), 376–388.
-
(2006)
Comput. Biol. Med.
, vol.36
, Issue.4
, pp. 376-388
-
-
Özbay, Y.1
Ceylan, R.2
Karlik, B.3
-
85
-
-
50049126632
-
Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal
-
[85] Asl, B.M., Setarehdan, S.K., Mohebbi, M., Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal. Artif. Intell. Med. 44:1 (2008), 51–64.
-
(2008)
Artif. Intell. Med.
, vol.44
, Issue.1
, pp. 51-64
-
-
Asl, B.M.1
Setarehdan, S.K.2
Mohebbi, M.3
-
86
-
-
84867608925
-
A multi-lead ECG classification based on random projection features
-
[86] Bogdanova, I., Rincón, F., Atienza, D., A multi-lead ECG classification based on random projection features. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, 625–628.
-
(2012)
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
, pp. 625-628
-
-
Bogdanova, I.1
Rincón, F.2
Atienza, D.3
-
87
-
-
0030131032
-
Classification of cardiac arrhythmias using fuzzy ARTMAP
-
[87] Ham, F.M., Han, S., Classification of cardiac arrhythmias using fuzzy ARTMAP. IEEE Trans. Biomed. Eng. 43:4 (1996), 425–429.
-
(1996)
IEEE Trans. Biomed. Eng.
, vol.43
, Issue.4
, pp. 425-429
-
-
Ham, F.M.1
Han, S.2
-
88
-
-
0034774017
-
ECG beat recognition using fuzzy hybrid neural network
-
[88] Osowski, S., Linh, T.H., ECG beat recognition using fuzzy hybrid neural network. IEEE Trans. Biomed. Eng. 48:11 (2001), 1265–1271.
-
(2001)
IEEE Trans. Biomed. Eng.
, vol.48
, Issue.11
, pp. 1265-1271
-
-
Osowski, S.1
Linh, T.H.2
-
89
-
-
1642265037
-
Support vector machine-based expert system for reliable heartbeat recognition
-
[89] Osowski, S., Hoai, L.T., Markiewicz, T., Support vector machine-based expert system for reliable heartbeat recognition. IEEE Trans. Biomed. Eng. 51:4 (2004), 582–589.
-
(2004)
IEEE Trans. Biomed. Eng.
, vol.51
, Issue.4
, pp. 582-589
-
-
Osowski, S.1
Hoai, L.T.2
Markiewicz, T.3
-
90
-
-
58349091028
-
A novel approach for classification of ECG arrhythmias: type-2 fuzzy clustering neural network
-
[90] Ceylan, R., Özbay, Y., Karlik, B., A novel approach for classification of ECG arrhythmias: type-2 fuzzy clustering neural network. Expert Syst. Appl. 36:3 (2009), 6721–6726.
-
(2009)
Expert Syst. Appl.
, vol.36
, Issue.3
, pp. 6721-6726
-
-
Ceylan, R.1
Özbay, Y.2
Karlik, B.3
-
91
-
-
43749102493
-
Recognition and classification system of arrhythmia using ensemble of neural networks
-
[91] Osowski, S., Markiewicz, T., Hoai, L.T., Recognition and classification system of arrhythmia using ensemble of neural networks. Measurement 41:6 (2008), 610–617.
-
(2008)
Measurement
, vol.41
, Issue.6
, pp. 610-617
-
-
Osowski, S.1
Markiewicz, T.2
Hoai, L.T.3
-
92
-
-
0036083108
-
Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification
-
[92] Owis, M.I., Abou-Zied, A.H., Youssef, A.B.M., Kadah, Y.M., Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification. IEEE Trans. Biomed. Eng. 49:7 (2002), 733–736.
-
(2002)
IEEE Trans. Biomed. Eng.
, vol.49
, Issue.7
, pp. 733-736
-
-
Owis, M.I.1
Abou-Zied, A.H.2
Youssef, A.B.M.3
Kadah, Y.M.4
-
93
-
-
59149084224
-
Adaptive neuro-fuzzy inference system for classification of ECG signals using Lyapunov exponents
-
[93] Übeyli, E.D., Adaptive neuro-fuzzy inference system for classification of ECG signals using Lyapunov exponents. Comput. Method Program Biomed. 93:3 (2009), 313–321.
-
(2009)
Comput. Method Program Biomed.
, vol.93
, Issue.3
, pp. 313-321
-
-
Übeyli, E.D.1
-
94
-
-
36348956823
-
Block-based neural networks for personalized ECG signal classification
-
[94] Jiang, W., Kong, G.S., Block-based neural networks for personalized ECG signal classification. IEEE Trans. Neural Netw. 18:6 (2007), 750–1761.
-
(2007)
IEEE Trans. Neural Netw.
, vol.18
, Issue.6
, pp. 750-1761
-
-
Jiang, W.1
Kong, G.S.2
-
95
-
-
77956649367
-
Local fractal dimension based ECG arrhythmia classification
-
[95] Mishra, A.K., Raghav, S., Local fractal dimension based ECG arrhythmia classification. Biomed. Signal Process. Control 5:2 (2010), 114–123.
-
(2010)
Biomed. Signal Process. Control
, vol.5
, Issue.2
, pp. 114-123
-
-
Mishra, A.K.1
Raghav, S.2
-
96
-
-
38649085923
-
Adaptive wavelet network for multiple cardiac arrhythmias recognition
-
[96] Lin, C., Du, Y., Chen, T., Adaptive wavelet network for multiple cardiac arrhythmias recognition. Expert Syst. Appl. 34:4 (2008), 2601–2611.
-
(2008)
Expert Syst. Appl.
, vol.34
, Issue.4
, pp. 2601-2611
-
-
Lin, C.1
Du, Y.2
Chen, T.3
-
97
-
-
84856230584
-
Feature extraction for ECG heartbeats using higher order statistics of WPD coefficients
-
[97] Kutlu, Y., Kuntalp, D., Feature extraction for ECG heartbeats using higher order statistics of WPD coefficients. Comput. Method Program Biomed. 105:3 (2012), 257–267.
-
(2012)
Comput. Method Program Biomed.
, vol.105
, Issue.3
, pp. 257-267
-
-
Kutlu, Y.1
Kuntalp, D.2
-
98
-
-
0034909765
-
ECG beat classification by a novel hybrid neural network
-
[98] Dokur, Z., Ölmez, T., ECG beat classification by a novel hybrid neural network. Comput. Method Program Biomed. 66:2-3 (2001), 167–181.
-
(2001)
Comput. Method Program Biomed.
, vol.66
, Issue.2-3
, pp. 167-181
-
-
Dokur, Z.1
Ölmez, T.2
-
99
-
-
23744458827
-
Wavelet transforms and the ECG: a review
-
[99] Addison, P.S., Wavelet transforms and the ECG: a review. Physiol. Meas. 26:5 (2005), 155–199.
-
(2005)
Physiol. Meas.
, vol.26
, Issue.5
, pp. 155-199
-
-
Addison, P.S.1
-
100
-
-
84861099114
-
A wavelet optimization approach for ECG signal classification
-
[100] Daamouche, A., Hamami, L., Alajlan, N., Melgani, F., A wavelet optimization approach for ECG signal classification. Biomed. Signal Process. Control 7:4 (2012), 342–349.
-
(2012)
Biomed. Signal Process. Control
, vol.7
, Issue.4
, pp. 342-349
-
-
Daamouche, A.1
Hamami, L.2
Alajlan, N.3
Melgani, F.4
-
101
-
-
34248190653
-
Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network
-
[101] Yu, S.-N., Chen, Y.-H., Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network. Pattern Recogn. Lett. 28:10 (2007), 1142–1150.
-
(2007)
Pattern Recogn. Lett.
, vol.28
, Issue.10
, pp. 1142-1150
-
-
Yu, S.-N.1
Chen, Y.-H.2
-
102
-
-
28844500635
-
Support vector machine based arrhythmia classification using reduced features
-
[102] Song, M.H., Lee, J., Cho, S.P., Lee, K.J., Yoo, S.K., Support vector machine based arrhythmia classification using reduced features. Int. J. Control Autom. Syst. 3:4 (2005), 509–654.
-
(2005)
Int. J. Control Autom. Syst.
, vol.3
, Issue.4
, pp. 509-654
-
-
Song, M.H.1
Lee, J.2
Cho, S.P.3
Lee, K.J.4
Yoo, S.K.5
-
103
-
-
84878473520
-
ECG arrhythmia classification using a probabilistic neural network with a feature reduction method
-
[103] Wang, J.-S., Chiang, W.-C., Hsu, Y.-L., Yang, Y.-T.C., ECG arrhythmia classification using a probabilistic neural network with a feature reduction method. Neurocomputing 116:20 (2013), 38–45.
-
(2013)
Neurocomputing
, vol.116
, Issue.20
, pp. 38-45
-
-
Wang, J.-S.1
Chiang, W.-C.2
Hsu, Y.-L.3
Yang, Y.-T.C.4
-
104
-
-
33947248058
-
Detection of ECG arrhythmia using a differential expert system approach based on principal component analysis and least square support vector machine
-
[104] Polat, K., Güneş, S., Detection of ECG arrhythmia using a differential expert system approach based on principal component analysis and least square support vector machine. Appl. Math. Comput. 186:1 (2007), 898–906.
-
(2007)
Appl. Math. Comput.
, vol.186
, Issue.1
, pp. 898-906
-
-
Polat, K.1
Güneş, S.2
-
105
-
-
62949109550
-
Hyperbox classifiers for ECG beat analysis
-
[105] Bortolan, G., Christov, I.I., Pedrycz, W., Hyperbox classifiers for ECG beat analysis. Comput. Cardiol., 2007, 145–148.
-
(2007)
Comput. Cardiol.
, pp. 145-148
-
-
Bortolan, G.1
Christov, I.I.2
Pedrycz, W.3
-
106
-
-
7044263116
-
Ranking of pattern recognition parameters for premature ventricular contractions classification by neural networks
-
[106] Christov, I., Bortolan, G., Ranking of pattern recognition parameters for premature ventricular contractions classification by neural networks. Phisyol. Meas. 25:5 (2004), 1281–1290.
-
(2004)
Phisyol. Meas.
, vol.25
, Issue.5
, pp. 1281-1290
-
-
Christov, I.1
Bortolan, G.2
-
107
-
-
14844283547
-
Physiobank, physiotoolkit, and physionet: Components of a new research resource for complex physiologic signals
-
database and tools available at:
-
[107] Goldberger, A.L., Amaral, L.A.N., Glass, L., Hausdorff, J.M., Ivanov, P.C., Mark, R.G., Mietus, J.E., Moody, G.B., Peng, C.-K., Stanley, H.E., Physiobank, physiotoolkit, and physionet: Components of a new research resource for complex physiologic signals. Circulation 101:23 (2000), 215–220 database and tools available at: http://www.physionet.org/.
-
(2000)
Circulation
, vol.101
, Issue.23
, pp. 215-220
-
-
Goldberger, A.L.1
Amaral, L.A.N.2
Glass, L.3
Hausdorff, J.M.4
Ivanov, P.C.5
Mark, R.G.6
Mietus, J.E.7
Moody, G.B.8
Peng, C.-K.9
Stanley, H.E.10
-
108
-
-
0028547556
-
Floating search methods in feature selection
-
[108] Pudil, P., Novovicova, J., Kittler, J., Floating search methods in feature selection. Pattern Recogn. Lett. 15:11 (1994), 1119–1125.
-
(1994)
Pattern Recogn. Lett.
, vol.15
, Issue.11
, pp. 1119-1125
-
-
Pudil, P.1
Novovicova, J.2
Kittler, J.3
-
109
-
-
12844260916
-
Hybrid genetic algorithms for feature selection
-
[109] Oh, I.-S., Lee, J.-S., Moon, B.-R., Hybrid genetic algorithms for feature selection. IEEE Trans. Pattern Anal. Mach. Intell. 26:11 (2004), 1424–1437.
-
(2004)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.26
, Issue.11
, pp. 1424-1437
-
-
Oh, I.-S.1
Lee, J.-S.2
Moon, B.-R.3
-
110
-
-
0032028297
-
Feature subset selection using a genetic algorithm
-
[110] Yang, J., Honavar, V., Feature subset selection using a genetic algorithm. IEEE Intell. Syst. Appl. 13:2 (1998), 44–49.
-
(1998)
IEEE Intell. Syst. Appl.
, vol.13
, Issue.2
, pp. 44-49
-
-
Yang, J.1
Honavar, V.2
-
111
-
-
33845523839
-
Feature selection based on rough sets and particle swarm optimization
-
[111] Wang, X., Yang, J., Teng, X., Xia, W., Jensen, R., Feature selection based on rough sets and particle swarm optimization. Pattern Recogn. Lett. 28:4 (2007), 459–471.
-
(2007)
Pattern Recogn. Lett.
, vol.28
, Issue.4
, pp. 459-471
-
-
Wang, X.1
Yang, J.2
Teng, X.3
Xia, W.4
Jensen, R.5
-
112
-
-
48749109333
-
Particle swarm optimization for parameter determination and feature selection of support vector machines
-
[112] Lin, S.-W., Ying, K.-C., Chen, S.-C., Lee, Z.-J., Particle swarm optimization for parameter determination and feature selection of support vector machines. Expert Syst. Appl. 35:4 (2008), 1817–1824.
-
(2008)
Expert Syst. Appl.
, vol.35
, Issue.4
, pp. 1817-1824
-
-
Lin, S.-W.1
Ying, K.-C.2
Chen, S.-C.3
Lee, Z.-J.4
-
113
-
-
0003922190
-
Pattern Classification
-
2nd ed. Wiley-Interscience
-
[113] Duda, R.O., Hart, P.E., Stork, D.G., Pattern Classification. 2nd ed., 2000, Wiley-Interscience.
-
(2000)
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
114
-
-
33846516584
-
Pattern Recognition and Machine Learning
-
1st ed. Springer
-
[114] Bishop, C.M., Pattern Recognition and Machine Learning. 1st ed., 2006, Springer.
-
(2006)
-
-
Bishop, C.M.1
-
115
-
-
85013709368
-
Pattern Recognition
-
4th ed. Elsevier
-
[115] Theodoridis, S., Koutroumbas, K., Pattern Recognition. 4th ed., 2009, Elsevier.
-
(2009)
-
-
Theodoridis, S.1
Koutroumbas, K.2
-
116
-
-
58549090877
-
Combining recurrent neural networks with eigenvector methods for classification of ECG beats
-
[116] Übeyli, E.D., Combining recurrent neural networks with eigenvector methods for classification of ECG beats. Digit. Signal Process. 19:2 (2009), 320–329.
-
(2009)
Digit. Signal Process.
, vol.19
, Issue.2
, pp. 320-329
-
-
Übeyli, E.D.1
-
118
-
-
77951019970
-
ECG arrhythmia classification with support vector machines and genetic algorithm
-
[118] Nasiri, J.A., Naghibzadeh, M., Yazdi, H.S., Naghibzadeh, B., ECG arrhythmia classification with support vector machines and genetic algorithm. IEEE European Symposium on Computer Modeling and Simulation (EMS), 2009, 187–192.
-
(2009)
IEEE European Symposium on Computer Modeling and Simulation (EMS)
, pp. 187-192
-
-
Nasiri, J.A.1
Naghibzadeh, M.2
Yazdi, H.S.3
Naghibzadeh, B.4
-
119
-
-
71349087690
-
A qualitative comparison of artificial neural networks and support vector machines in ECG arrhythmias classification
-
[119] Moavenian, M., Khorrami, H., A qualitative comparison of artificial neural networks and support vector machines in ECG arrhythmias classification. Expert Syst. Appl. 37:4 (2010), 3088–3093.
-
(2010)
Expert Syst. Appl.
, vol.37
, Issue.4
, pp. 3088-3093
-
-
Moavenian, M.1
Khorrami, H.2
-
120
-
-
0346586663
-
Smote: synthetic minority over-sampling technique
-
[120] Chawla, N.V., Bowyer, K.W., Kegelmeyer, W.P., Smote: synthetic minority over-sampling technique. J. Artif. Intell. Res. 16:1 (2002), 321–357.
-
(2002)
J. Artif. Intell. Res.
, vol.16
, Issue.1
, pp. 321-357
-
-
Chawla, N.V.1
Bowyer, K.W.2
Kegelmeyer, W.P.3
-
121
-
-
33646133912
-
Intelligent classification of electrocardiogram (ECG) signal using extended kalman filter (EKF) based neuro fuzzy system
-
[121] Meau, Y.P., Ibrahim, F., Narainasamy, S.A.L., Omar, R., Intelligent classification of electrocardiogram (ECG) signal using extended kalman filter (EKF) based neuro fuzzy system. Comput. Method Program Biomed. 82:2 (2006), 157–168.
-
(2006)
Comput. Method Program Biomed.
, vol.82
, Issue.2
, pp. 157-168
-
-
Meau, Y.P.1
Ibrahim, F.2
Narainasamy, S.A.L.3
Omar, R.4
-
122
-
-
5644259871
-
ECG beat classification using neuro-fuzzy network
-
[122] Mehmet, E., ECG beat classification using neuro-fuzzy network. Pattern Recogn. Lett. 25:15 (2004), 1715–1722.
-
(2004)
Pattern Recogn. Lett.
, vol.25
, Issue.15
, pp. 1715-1722
-
-
Mehmet, E.1
-
123
-
-
78651295386
-
Minimum complexity echo state network
-
[123] Rodan, A., Tiňo, P., Minimum complexity echo state network. IEEE Trans. Neural Netw. 22:1 (2011), 131–144.
-
(2011)
IEEE Trans. Neural Netw.
, vol.22
, Issue.1
, pp. 131-144
-
-
Rodan, A.1
Tiňo, P.2
-
124
-
-
68649088777
-
Reservoir computing approaches to recurrent neural network training
-
[124] Lukoševičius, M., Jaeger, H., Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. 3:3 (2009), 127–149.
-
(2009)
Comput. Sci. Rev.
, vol.3
, Issue.3
, pp. 127-149
-
-
Lukoševičius, M.1
Jaeger, H.2
-
125
-
-
84860729558
-
ECG arrhythmia classification based on logistic model tree
-
[125] Mahesh, V., Kandaswamy, A., Vimal, C., Sathish, B., ECG arrhythmia classification based on logistic model tree. J. Biomed. Sci. Eng. 2:6 (2009), 405–411.
-
(2009)
J. Biomed. Sci. Eng.
, vol.2
, Issue.6
, pp. 405-411
-
-
Mahesh, V.1
Kandaswamy, A.2
Vimal, C.3
Sathish, B.4
-
126
-
-
15544385740
-
Real-time classification of ECGs on a PDA
-
[126] Rodriguez, J., Goni, A., Illarramendi, A., Real-time classification of ECGs on a PDA. IEEE Trans. Inf. Technol. Biomed. 9:1 (2005), 23–34.
-
(2005)
IEEE Trans. Inf. Technol. Biomed.
, vol.9
, Issue.1
, pp. 23-34
-
-
Rodriguez, J.1
Goni, A.2
Illarramendi, A.3
-
127
-
-
55549083887
-
A new arrhythmia clustering technique based on ant colony optimization
-
[127] Korürek, M., Nizam, A., A new arrhythmia clustering technique based on ant colony optimization. J. Biomed. Inform. 41:6 (2008), 874–881.
-
(2008)
J. Biomed. Inform.
, vol.41
, Issue.6
, pp. 874-881
-
-
Korürek, M.1
Nizam, A.2
-
128
-
-
79951577719
-
Robust multiple cardiac arrhythmia detection through bispectrum analysis
-
[128] Lanatá, A., Valenza, G., Mancuso, C., Scilingo, E.P., Robust multiple cardiac arrhythmia detection through bispectrum analysis. Expert Syst. Appl. 38:6 (2011), 6798–6804.
-
(2011)
Expert Syst. Appl.
, vol.38
, Issue.6
, pp. 6798-6804
-
-
Lanatá, A.1
Valenza, G.2
Mancuso, C.3
Scilingo, E.P.4
-
129
-
-
77951002921
-
A fast and accurate method for arrhythmia detection
-
[129] Tavakoli, V., Sahba, N., Hajebi, N., A fast and accurate method for arrhythmia detection. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2009, 1897–1900.
-
(2009)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
, pp. 1897-1900
-
-
Tavakoli, V.1
Sahba, N.2
Hajebi, N.3
-
130
-
-
78651294041
-
Diagnosis of cardiovascular abnormalities from compressed ECG: a data mining-based approach
-
[130] Sufi, F., Khalil, I., Diagnosis of cardiovascular abnormalities from compressed ECG: a data mining-based approach. IEEE Trans. Inf. Technol. Biomed. 15:1 (2011), 33–39.
-
(2011)
IEEE Trans. Inf. Technol. Biomed.
, vol.15
, Issue.1
, pp. 33-39
-
-
Sufi, F.1
Khalil, I.2
-
131
-
-
81855218739
-
Analyzing ECG for cardiac arrhythmia using cluster analysis
-
[131] Yeh, Y.-C., Chiou, C.W., Lin, H.-J., Analyzing ECG for cardiac arrhythmia using cluster analysis. Expert Syst. Appl. 39:1 (2012), 1000–1010.
-
(2012)
Expert Syst. Appl.
, vol.39
, Issue.1
, pp. 1000-1010
-
-
Yeh, Y.-C.1
Chiou, C.W.2
Lin, H.-J.3
-
132
-
-
0025483033
-
An approach to cardiac arrhythmia analysis using hidden markov models
-
[132] Coast, D.A., Stern, R.M., Cano, G.G., Briller, S.A., An approach to cardiac arrhythmia analysis using hidden markov models. IEEE Trans. Biomed. Eng. 37:9 (1990), 826–836.
-
(1990)
IEEE Trans. Biomed. Eng.
, vol.37
, Issue.9
, pp. 826-836
-
-
Coast, D.A.1
Stern, R.M.2
Cano, G.G.3
Briller, S.A.4
-
133
-
-
78650813562
-
ECG data-acquisition and classification system by using wavelet-domain hidden markov models
-
[133] Gomes, P.R., Soares, F.O., Correia, J.H., Lima, C.S., ECG data-acquisition and classification system by using wavelet-domain hidden markov models. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2010, 4670–4673.
-
(2010)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
, pp. 4670-4673
-
-
Gomes, P.R.1
Soares, F.O.2
Correia, J.H.3
Lima, C.S.4
-
134
-
-
84874665471
-
ECG arrhythmia classification based on optimum-path forest
-
[134] Luz, E.J.d.S., Nunes, T.M., De Albuquerque, V.H.C., Papa, J.P., Menotti, D., ECG arrhythmia classification based on optimum-path forest. Expert Syst. Appl. 40:9 (2012), 3561–3573.
-
(2012)
Expert Syst. Appl.
, vol.40
, Issue.9
, pp. 3561-3573
-
-
Luz, E.J.D.S.1
Nunes, T.M.2
De Albuquerque, V.H.C.3
Papa, J.P.4
Menotti, D.5
-
135
-
-
0036945755
-
Arrhythmia classification using the RR-interval duration signal
-
[135] Tsipouras, M.G., Fotiadis, D.I., Sideris, D., Arrhythmia classification using the RR-interval duration signal. Comput. Cardiol., 2002, 485–488.
-
(2002)
Comput. Cardiol.
, pp. 485-488
-
-
Tsipouras, M.G.1
Fotiadis, D.I.2
Sideris, D.3
-
136
-
-
35548994953
-
A framework for fuzzy expert system creation-application to cardiovascular diseases
-
[136] Tsipouras, M.G., Voglis, C., Fotiadis, D.I., A framework for fuzzy expert system creation-application to cardiovascular diseases. IEEE Trans. Biomed. Eng. 54:11 (2007), 2089–2105.
-
(2007)
IEEE Trans. Biomed. Eng.
, vol.54
, Issue.11
, pp. 2089-2105
-
-
Tsipouras, M.G.1
Voglis, C.2
Fotiadis, D.I.3
-
137
-
-
45749119160
-
Robust electrocardiogram (ECG) beat classification using discrete wavelet transform
-
[137] Minhas, F.A., Arif, M., Robust electrocardiogram (ECG) beat classification using discrete wavelet transform. Physiol. Meas. 29:5 (2008), 555–570.
-
(2008)
Physiol. Meas.
, vol.29
, Issue.5
, pp. 555-570
-
-
Minhas, F.A.1
Arif, M.2
-
138
-
-
0033918208
-
Clustering ECG complexes using hermite functions and self-organizing maps
-
[138] Lagerholm, M., Peterson, C., Braccini, G., Edenbrandt, L., Sornmo, L., Clustering ECG complexes using hermite functions and self-organizing maps. IEEE Trans. Biomed. Eng. 47:7 (2000), 838–848.
-
(2000)
IEEE Trans. Biomed. Eng.
, vol.47
, Issue.7
, pp. 838-848
-
-
Lagerholm, M.1
Peterson, C.2
Braccini, G.3
Edenbrandt, L.4
Sornmo, L.5
-
139
-
-
33845864226
-
A patient-adapting heartbeat classifier using ECG morphology and heartbeat interval features
-
[139] de Chazal, P., Reilly, R.B., A patient-adapting heartbeat classifier using ECG morphology and heartbeat interval features. IEEE Trans. Biomed. Eng. 53:12 (2006), 2535–2543.
-
(2006)
IEEE Trans. Biomed. Eng.
, vol.53
, Issue.12
, pp. 2535-2543
-
-
de Chazal, P.1
Reilly, R.B.2
-
140
-
-
84860011372
-
Analysis of a semiautomatic algorithm for ECG heartbeat classification
-
[140] Llamedo, M., Martinez, J.P., Analysis of a semiautomatic algorithm for ECG heartbeat classification. Comput. Cardiol., 2011, 137–140.
-
(2011)
Comput. Cardiol.
, pp. 137-140
-
-
Llamedo, M.1
Martinez, J.P.2
-
141
-
-
70349227947
-
The application of hidden markov models in speech recognition
-
[141] Gales, M., Young, S., The application of hidden markov models in speech recognition. Found. Trend Signal Process. 1:3 (2007), 195–304.
-
(2007)
Found. Trend Signal Process.
, vol.1
, Issue.3
, pp. 195-304
-
-
Gales, M.1
Young, S.2
-
142
-
-
0024610919
-
A tutorial on hidden markov models and selected applications in speech recognition
-
[142] Rabiner, L.R., A tutorial on hidden markov models and selected applications in speech recognition. Proc. IEEE 77:2 (1989), 257–286.
-
(1989)
Proc. IEEE
, vol.77
, Issue.2
, pp. 257-286
-
-
Rabiner, L.R.1
-
143
-
-
33746630271
-
ECG signal analysis through hidden markov models
-
[143] Andreao, R.V., Dorizzi, B., Boudy, J., ECG signal analysis through hidden markov models. IEEE Trans. Biomed. Eng. 53:8 (2006), 1541–1549.
-
(2006)
IEEE Trans. Biomed. Eng.
, vol.53
, Issue.8
, pp. 1541-1549
-
-
Andreao, R.V.1
Dorizzi, B.2
Boudy, J.3
-
144
-
-
0003024008
-
On the handling in decision tree of continuous-valued attributes generation
-
[144] Fayyad, U.M., Irani, K.B., On the handling in decision tree of continuous-valued attributes generation. Mach. Learn. 8 (1992), 87–102.
-
(1992)
Mach. Learn.
, vol.8
, pp. 87-102
-
-
Fayyad, U.M.1
Irani, K.B.2
-
145
-
-
0029678894
-
Improved use of continuous attributes in c4.5
-
[145] Quinlan, J.R., Improved use of continuous attributes in c4.5. J. Artif. Intell. Res. 4 (1996), 77–90.
-
(1996)
J. Artif. Intell. Res.
, vol.4
, pp. 77-90
-
-
Quinlan, J.R.1
-
146
-
-
33744584654
-
Induction of decision trees
-
[146] Quinlan, J.R., Induction of decision trees. Mach. Learn. 1 (1986), 81–106.
-
(1986)
Mach. Learn.
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
147
-
-
84892841703
-
Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats
-
[147] Mert, A., Kılıç, N., Akan, A., Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats. Neural Comput. Appl. 24:2 (2014), 317–326.
-
(2014)
Neural Comput. Appl.
, vol.24
, Issue.2
, pp. 317-326
-
-
Mert, A.1
Kılıç, N.2
Akan, A.3
-
148
-
-
0034953193
-
The impact of the MIT-BIH arrhythmia database
-
[148] Moody, G.B., Mark, R.G., The impact of the MIT-BIH arrhythmia database. IEEE Eng. Med. Biol. Mag. 20:3 (2001), 45–50.
-
(2001)
IEEE Eng. Med. Biol. Mag.
, vol.20
, Issue.3
, pp. 45-50
-
-
Moody, G.B.1
Mark, R.G.2
-
149
-
-
0026705255
-
The european ST-T database: standard for evaluating systems for the analysis of ST-T changes in ambulatory electrocardiography
-
[149] Taddei, A., Distante, G., Emdin, M., Moody, P.G.B., Zeelenberg, C., Marchesi, C., The european ST-T database: standard for evaluating systems for the analysis of ST-T changes in ambulatory electrocardiography. Eur. Heart J. 13 (1992), 1164–1172.
-
(1992)
Eur. Heart J.
, vol.13
, pp. 1164-1172
-
-
Taddei, A.1
Distante, G.2
Emdin, M.3
Moody, P.G.B.4
Zeelenberg, C.5
Marchesi, C.6
-
150
-
-
0023586078
-
CREI-GARD, a new concept in computerized arrhythmia monitoring systems
-
[150] Nolle, F.M., Badura, F.K., Catlett, J.M., Bowser, R.W., Sketch, M.H., CREI-GARD, a new concept in computerized arrhythmia monitoring systems. Comput. Cardiol. 13 (1986), 515–518.
-
(1986)
Comput. Cardiol.
, vol.13
, pp. 515-518
-
-
Nolle, F.M.1
Badura, F.K.2
Catlett, J.M.3
Bowser, R.W.4
Sketch, M.H.5
-
151
-
-
0021642397
-
A noise stress test for arrhythmia detectors
-
[151] Moody, G.B., Muldrow, W.E., Mark, R.G., A noise stress test for arrhythmia detectors. Comput. Cardiol. 11 (1984), 381–384.
-
(1984)
Comput. Cardiol.
, vol.11
, pp. 381-384
-
-
Moody, G.B.1
Muldrow, W.E.2
Mark, R.G.3
-
152
-
-
0029861576
-
A robust sequential detection algorithm for cardiac arrhythmia classification
-
[152] Chen, S.-W., Clarkson, P.M., Fan, Q., A robust sequential detection algorithm for cardiac arrhythmia classification. IEEE Trans. Biomed. Eng. 43:11 (1996), 1120–1124.
-
(1996)
IEEE Trans. Biomed. Eng.
, vol.43
, Issue.11
, pp. 1120-1124
-
-
Chen, S.-W.1
Clarkson, P.M.2
Fan, Q.3
-
153
-
-
34047172637
-
Morphological heart arrhythmia detection using hermitian basis functions and kNN classifier
-
[153] Karimifard, S., Ahmadian, A., Khoshnevisan, M., Nambakhsh, M.S., Morphological heart arrhythmia detection using hermitian basis functions and kNN classifier. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2006, 1367–1370.
-
(2006)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
, pp. 1367-1370
-
-
Karimifard, S.1
Ahmadian, A.2
Khoshnevisan, M.3
Nambakhsh, M.S.4
-
154
-
-
34047269242
-
ECG beats classification using multiclass support vector machines with error correcting output codes
-
[154] Übeyli, E.D., ECG beats classification using multiclass support vector machines with error correcting output codes. Digit. Signal Process. 17:3 (2007), 675–684.
-
(2007)
Digit. Signal Process.
, vol.17
, Issue.3
, pp. 675-684
-
-
Übeyli, E.D.1
-
155
-
-
84984863099
-
Heart beat classification using particle swarm optimization
-
[155] Khazaee, A., Heart beat classification using particle swarm optimization. Int. J. Intell. Syst. Appl., 5(6), 2013, 25.
-
(2013)
Int. J. Intell. Syst. Appl.
, vol.5
, Issue.6
, pp. 25
-
-
Khazaee, A.1
-
156
-
-
85027948668
-
Hybrid classification engine for cardiac arrhythmia cloud service in elderly healthcare management
-
[156] Chen, H., Cheng, B.-C., Liao, G.-T., Kuo, T.-C., Hybrid classification engine for cardiac arrhythmia cloud service in elderly healthcare management. J. Vis. Lang. Comput. 25:6 (2014), 745–753.
-
(2014)
J. Vis. Lang. Comput.
, vol.25
, Issue.6
, pp. 745-753
-
-
Chen, H.1
Cheng, B.-C.2
Liao, G.-T.3
Kuo, T.-C.4
-
158
-
-
84907811194
-
Multiple neural network integration using a binary decision tree to improve the ECG signal recognition accuracy
-
[158] Tran, H.L., Pham, V.N., Vuong, H.N., Multiple neural network integration using a binary decision tree to improve the ECG signal recognition accuracy. Int. J. Appl. Math. Comput. Sci. 24:3 (2014), 647–655.
-
(2014)
Int. J. Appl. Math. Comput. Sci.
, vol.24
, Issue.3
, pp. 647-655
-
-
Tran, H.L.1
Pham, V.N.2
Vuong, H.N.3
-
159
-
-
84922265438
-
Effect of multiscale pca de-noising in ECG beat classification for diagnosis of cardiovascular diseases
-
[159] Alickovic, E., Subasi, A., Effect of multiscale pca de-noising in ECG beat classification for diagnosis of cardiovascular diseases. Circuit Syst. Signal Process. 34:2 (2015), 513–533.
-
(2015)
Circuit Syst. Signal Process.
, vol.34
, Issue.2
, pp. 513-533
-
-
Alickovic, E.1
Subasi, A.2
-
160
-
-
84926397810
-
A generic and patient-specific electrocardiogram signal classification system
-
Springer
-
[160] Ince, T., Kiranyaz, S., Gabbouj, M., A generic and patient-specific electrocardiogram signal classification system. ECG Signal Processing, Classification and Interpretation, 2012, Springer, 79–98.
-
(2012)
ECG Signal Processing, Classification and Interpretation
, pp. 79-98
-
-
Ince, T.1
Kiranyaz, S.2
Gabbouj, M.3
-
162
-
-
84931468780
-
Heartbeat classification system using adaptive learning from selected beats
-
[162] de Chazal, P., Heartbeat classification system using adaptive learning from selected beats. Computing in Cardiology Conference (CinC), 2014, 2014, 729–732.
-
(2014)
Computing in Cardiology Conference (CinC), 2014
, pp. 729-732
-
-
de Chazal, P.1
-
163
-
-
84978069180
-
Real-time patient-specific ECG classification by 1D convolutional neural networks
-
(in press)
-
[163] Kiranyaz, S., Ince, T., Gabbouj, M., Real-time patient-specific ECG classification by 1D convolutional neural networks. IEEE Trans. Biomed. Eng., 2015, 1–12 (in press).
-
(2015)
IEEE Trans. Biomed. Eng.
, pp. 1-12
-
-
Kiranyaz, S.1
Ince, T.2
Gabbouj, M.3
|