-
1
-
-
84992385104
-
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: a comparative study
-
Acharya, U.R., Fujita, H., Adam, M., Lih, O.S., Sudarshan, V.K., Hong, T.J., Koh, J.E.W., Hagiwara, Y., Chua, C.K., Poo, C.K., San, T.R., Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: a comparative study. Inf. Sci. 377 (2017), 17–29.
-
(2017)
Inf. Sci.
, vol.377
, pp. 17-29
-
-
Acharya, U.R.1
Fujita, H.2
Adam, M.3
Lih, O.S.4
Sudarshan, V.K.5
Hong, T.J.6
Koh, J.E.W.7
Hagiwara, Y.8
Chua, C.K.9
Poo, C.K.10
San, T.R.11
-
2
-
-
85017454416
-
Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network
-
Acharya, U.R., Fujita, H., Lih, O.S., Hagiwara, Y., Tan, J.H., Adam, M., Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network. Inf. Sci. 405 (2017), 81–90.
-
(2017)
Inf. Sci.
, vol.405
, pp. 81-90
-
-
Acharya, U.R.1
Fujita, H.2
Lih, O.S.3
Hagiwara, Y.4
Tan, J.H.5
Adam, M.6
-
3
-
-
14644393667
-
Study of heart rate variability signals at sitting and lying postures
-
Acharya, U.R., Kannathal, N., Hua, L.M., Yi, L.M., Study of heart rate variability signals at sitting and lying postures. J. Bodywork Mov. Ther. 9 (2005), 134–141.
-
(2005)
J. Bodywork Mov. Ther.
, vol.9
, pp. 134-141
-
-
Acharya, U.R.1
Kannathal, N.2
Hua, L.M.3
Yi, L.M.4
-
4
-
-
84887824248
-
Linear and nonlinear analysis of normal and CAD-affected heart rate signals
-
Acharya, U.R., Faust, O., Sree, V., Swapna, G., Martis, R.J., Kadri, N.A., Suri, J.S., Linear and nonlinear analysis of normal and CAD-affected heart rate signals. Comput. Methods Programs Biomed. 113:1 (2014), 55–68.
-
(2014)
Comput. Methods Programs Biomed.
, vol.113
, Issue.1
, pp. 55-68
-
-
Acharya, U.R.1
Faust, O.2
Sree, V.3
Swapna, G.4
Martis, R.J.5
Kadri, N.A.6
Suri, J.S.7
-
5
-
-
84978375325
-
Application of higher-order spectra for the characterization of coronary artery disease using electrocardiogram signals
-
Acharya, U.R., Sudarshan, V.K., Koh, J.E.W., Martis, R.J., Tan, J.H., Oh, S.L., Muhammad, A., Hagiwara, Y., Mookiah, M.R.K., Chua, K.P., Chua, C.K., Tan, R.S., Application of higher-order spectra for the characterization of coronary artery disease using electrocardiogram signals. Biomed. Signal Process. Control 31 (2017), 31–34.
-
(2017)
Biomed. Signal Process. Control
, vol.31
, pp. 31-34
-
-
Acharya, U.R.1
Sudarshan, V.K.2
Koh, J.E.W.3
Martis, R.J.4
Tan, J.H.5
Oh, S.L.6
Muhammad, A.7
Hagiwara, Y.8
Mookiah, M.R.K.9
Chua, K.P.10
Chua, C.K.11
Tan, R.S.12
-
6
-
-
84855353573
-
-
Heart disease and stroke statistics – 2016 update, 2016, A Report from the American Heart Association (AHA). Circulation
-
American Heart Association, AHA., Heart disease and stroke statistics – 2016 update, 2016, A Report from the American Heart Association (AHA). Circulation, pp. e2–211.
-
-
-
American Heart Association, AHA,1
-
7
-
-
84992401365
-
Classification of Coronary Artery Disease Stress ECGs using Uncertainty Modeling
-
IEEE 1-4244-0020-1
-
Arafat, S., Dohrmann, M., Skubic, M., Classification of Coronary Artery Disease Stress ECGs using Uncertainty Modeling. 2005, IEEE 1-4244-0020-1.
-
(2005)
-
-
Arafat, S.1
Dohrmann, M.2
Skubic, M.3
-
8
-
-
84992401365
-
-
IEEE 1-4244-0020-1
-
Arafat, S., Dohrmann, M., Skubic, M., Classification of Coronary Artery Disease Stress ECGs using Uncertainty Modeling, 2005, IEEE 1-4244-0020-1.
-
(2005)
Classification of Coronary Artery Disease Stress ECGs using Uncertainty Modeling
-
-
Arafat, S.1
Dohrmann, M.2
Skubic, M.3
-
9
-
-
70449527551
-
Effects of principle component analysis on assessment of coronary artery diseases using support vector machine
-
Babaoglu, I., Findik, O., Bayrak, M., Effects of principle component analysis on assessment of coronary artery diseases using support vector machine. Elsevier, Expert Syst. Appl. 37 (2010), 2182–2185.
-
(2010)
Elsevier, Expert Syst. Appl.
, vol.37
, pp. 2182-2185
-
-
Babaoglu, I.1
Findik, O.2
Bayrak, M.3
-
10
-
-
71349083973
-
A comparison of feature selection models utilizing binary particle swarm optimization and genetic algorithm in determining coronary artery disease using support vector machine
-
Babaoglu, I., Findik, O., Ulker, E., A comparison of feature selection models utilizing binary particle swarm optimization and genetic algorithm in determining coronary artery disease using support vector machine. Elsevier, Expert Syst. Appl. 37 (2010), 3177–3183.
-
(2010)
Elsevier, Expert Syst. Appl.
, vol.37
, pp. 3177-3183
-
-
Babaoglu, I.1
Findik, O.2
Ulker, E.3
-
11
-
-
84903445363
-
Chapter 2: coronary artery disease
-
Springer ISBN
-
Bhatia, S.K., Chapter 2: coronary artery disease. Biomaterials for Clinical Applications, 2010, Springer, 23–49 ISBN: 978-1-4419-6919-4.
-
(2010)
Biomaterials for Clinical Applications
, pp. 23-49
-
-
Bhatia, S.K.1
-
12
-
-
80054942638
-
The Global Economic Burden of Noncommunicable Diseases
-
Switzerland: World Economic Forum Geneva
-
De, B., Cafiero, E.T., Jane-Llopis, E., et al. The Global Economic Burden of Noncommunicable Diseases. 2013, Switzerland: World Economic Forum, Geneva.
-
(2013)
-
-
De, B.1
Cafiero, E.T.2
Jane-Llopis, E.3
-
13
-
-
85024887911
-
-
Notes on convolutional neural network
-
Bouvrie J. Notes on convolutional neural network, 2007.
-
(2007)
-
-
Bouvrie, J.1
-
14
-
-
0004129413
-
Coronary artery disease: pathological anatomy and pathogenesis
-
J.T. Willerson J.N. Cohn H.J.J. Wellens D.R. Holmes Jr 3rd ed. Springer London
-
Buja, L.M., McAllister Jr, H.A., Coronary artery disease: pathological anatomy and pathogenesis. Willerson, J.T., Cohn, J.N., Wellens, H.J.J., Holmes, D.R. Jr, (eds.) Cardiovascular Medicine, 3rd ed., 2007, Springer, London, 593–610.
-
(2007)
Cardiovascular Medicine
, pp. 593-610
-
-
Buja, L.M.1
McAllister, H.A.2
-
15
-
-
0023248350
-
The role of coronary artery lesions in ischemic heart disease: insights from recent clinicopathologic, coronary arteriographic, and experimental studies
-
Buja, L.M., Willerson, J.T., The role of coronary artery lesions in ischemic heart disease: insights from recent clinicopathologic, coronary arteriographic, and experimental studies. Hum Pathol. 18 (1987), 451–461.
-
(1987)
Hum Pathol.
, vol.18
, pp. 451-461
-
-
Buja, L.M.1
Willerson, J.T.2
-
16
-
-
84977641982
-
An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals
-
Kumar, M., Pachori, R.B., Acharya, U.R., An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals. Expert Systems with Applications 63 (2016), 165–172.
-
(2016)
Expert Systems with Applications
, vol.63
, pp. 165-172
-
-
Kumar, M.1
Pachori, R.B.2
Acharya, U.R.3
-
17
-
-
0003922190
-
Pattern Classification
-
2nd ed. John Wiley and Sons New York
-
Duda, R.O., Hart, P.E., Stork, D.G., Pattern Classification. 2nd ed., 2001, John Wiley and Sons, New York.
-
(2001)
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
18
-
-
35949018382
-
Ergodic theory of chaos and strange attractors
-
part 1
-
Eckmann, J.P., Rueller, D., Ergodic theory of chaos and strange attractors. Rev. Mod. Phys. 57:3 (1985), 617–656 part 1.
-
(1985)
Rev. Mod. Phys.
, vol.57
, Issue.3
, pp. 617-656
-
-
Eckmann, J.P.1
Rueller, D.2
-
19
-
-
13144284941
-
Analysis of cardiac signals using spatial filling index and time-frequency domain
-
Faust, O., Acharya, R., Krishnan, U.S., Min, L., Analysis of cardiac signals using spatial filling index and time-frequency domain. Biomed. Eng. Online 3:1 (2004), 1–30.
-
(2004)
Biomed. Eng. Online
, vol.3
, Issue.1
, pp. 1-30
-
-
Faust, O.1
Acharya, R.2
Krishnan, U.S.3
Min, L.4
-
20
-
-
84870060821
-
Automated diagnosis of coronary artery disease affected patients using LDA, PCA, ICA and discrete wavelet transform
-
Giri, D., Acharya, U.R., Martis, R.J., Sree, S.V., Lim, T.C., Ahamed, T.V.I., Suri, J.S., Automated diagnosis of coronary artery disease affected patients using LDA, PCA, ICA and discrete wavelet transform. Knowl.-Based syst. 37 (2013), 274–282.
-
(2013)
Knowl.-Based syst.
, vol.37
, pp. 274-282
-
-
Giri, D.1
Acharya, U.R.2
Martis, R.J.3
Sree, S.V.4
Lim, T.C.5
Ahamed, T.V.I.6
Suri, J.S.7
-
21
-
-
79951563340
-
Understanding the difficulty of training deep feedforward neural networks
-
Glorot, X., Bengio, Y., Understanding the difficulty of training deep feedforward neural networks. Aistats, 2010.
-
(2010)
Aistats
-
-
Glorot, X.1
Bengio, Y.2
-
22
-
-
14844283547
-
PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals
-
Goldberger, A.L., Amaral, L.A.N., Glass, L., Hausdorff, J.M., PCh, I., 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), e215–e220.
-
(2000)
Circulation
, vol.101
, Issue.23
, pp. e215-e220
-
-
Goldberger, A.L.1
Amaral, L.A.N.2
Glass, L.3
Hausdorff, J.M.4
PCh, I.5
Mark, R.G.6
Mietus, J.E.7
Moody, G.B.8
Peng, C.-K.9
Stanley, H.E.10
-
23
-
-
84973911419
-
-
Developing deep into rectifiers: surpassing human-level performance on image net classification, 1026–1034
-
He K., Zhang X., Ren S., Sun J. Developing deep into rectifiers: surpassing human-level performance on image net classification, 1026–1034, 2015.
-
(2015)
-
-
He, K.1
Zhang, X.2
Ren, S.3
Sun, J.4
-
24
-
-
0035031393
-
Geometrical aspects of the interindividual variability of multilead ECG recordings
-
Hoekema, R., et al. Geometrical aspects of the interindividual variability of multilead ECG recordings. IEEE Trans. Biomed. Eng. 48:5 (2001), 551–559.
-
(2001)
IEEE Trans. Biomed. Eng.
, vol.48
, Issue.5
, pp. 551-559
-
-
Hoekema, R.1
-
25
-
-
84959222627
-
Some improvements on deep convolutional neural network based image classification
-
Howard, A.G., Some improvements on deep convolutional neural network based image classification. In: arXiv, 1312, 2013, 5402.
-
(2013)
In: arXiv
, vol.1312
, pp. 5402
-
-
Howard, A.G.1
-
26
-
-
84894122072
-
Automated classification of coronary atherosclerosis using single lead ECG
-
Kaveh, A., Chung, W., Automated classification of coronary atherosclerosis using single lead ECG. IEEE Conference Wireless Sensors, Kuching, Sarawak, 2013.
-
(2013)
IEEE Conference Wireless Sensors, Kuching, Sarawak
-
-
Kaveh, A.1
Chung, W.2
-
27
-
-
84928055798
-
A study on development pf multi-parameter measure of heart rate variability diagnosing cardiovascular disease
-
Kim, W.S., Jin, S.H., Park, Y.K., Choi, H.M., A study on development pf multi-parameter measure of heart rate variability diagnosing cardiovascular disease. IFMBE Proc. 14 (2007), 3480–3483.
-
(2007)
IFMBE Proc.
, vol.14
, pp. 3480-3483
-
-
Kim, W.S.1
Jin, S.H.2
Park, Y.K.3
Choi, H.M.4
-
28
-
-
84962128752
-
Real time patient specific ECG classification by 1-D convolutional neural network
-
Kiranyaz, S., Ince, T., Gabbouj, M., Real time patient specific ECG classification by 1-D convolutional neural network. IEEE Trans. Biomed. Eng. 63:3 (2016), 664–675.
-
(2016)
IEEE Trans. Biomed. Eng.
, vol.63
, Issue.3
, pp. 664-675
-
-
Kiranyaz, S.1
Ince, T.2
Gabbouj, M.3
-
29
-
-
84876231242
-
Imagenet classification with deep convolutional neural networks
-
Krizhevsky, A., Sutskever, I., Hinton, G.E., Imagenet classification with deep convolutional neural networks. Advances in Neural Information Processing systems, 2012, 1097–1105.
-
(2012)
Advances in Neural Information Processing systems
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.E.3
-
30
-
-
84984856818
-
Characterization of coronary artery disease using flexible analytic wavelet transform applied on ECG signals
-
Kumar, M., Pachori, R.B., Acharya, U.R., Characterization of coronary artery disease using flexible analytic wavelet transform applied on ECG signals. Biomed. Signal Process. Control 31 (2017), 301–308.
-
(2017)
Biomed. Signal Process. Control
, vol.31
, pp. 301-308
-
-
Kumar, M.1
Pachori, R.B.2
Acharya, U.R.3
-
31
-
-
51549100211
-
A data mining approach for coronary heart disease prediction using HRV features and carotid arterial wall thickness
-
Lee, H.G., Noh, K.Y., Ryu, K.H., A data mining approach for coronary heart disease prediction using HRV features and carotid arterial wall thickness. IEEE, International Conference on Biomedical Engineering and Informatics, 2008.
-
(2008)
IEEE, International Conference on Biomedical Engineering and Informatics
-
-
Lee, H.G.1
Noh, K.Y.2
Ryu, K.H.3
-
32
-
-
38749094159
-
Mining Biosignal data: Coronary Artery Disease Diagnosis using Linear and Nonlinear Features of HRV
-
Springer-Verlag Berlin Heidelberg
-
Lee, H.G., Noh, K.Y., Ryu, K.H., Mining Biosignal data: Coronary Artery Disease Diagnosis using Linear and Nonlinear Features of HRV. 2007, Springer-Verlag Berlin Heidelberg, 218–228.
-
(2007)
, pp. 218-228
-
-
Lee, H.G.1
Noh, K.Y.2
Ryu, K.H.3
-
34
-
-
0031652808
-
Artificial neural network for exercise electrocardiographic detection of coronary artery disease
-
Lehtinen, R., Holst, H., Turjanmaa, V., Edenbrandt, L., Pahlm, O., Malmivuo, J., Artificial neural network for exercise electrocardiographic detection of coronary artery disease. 2nd International Conference on Bioelectromagnetism, Melbourne Australia, February, 1998.
-
(1998)
2nd International Conference on Bioelectromagnetism, Melbourne Australia, February
-
-
Lehtinen, R.1
Holst, H.2
Turjanmaa, V.3
Edenbrandt, L.4
Pahlm, O.5
Malmivuo, J.6
-
35
-
-
0034956035
-
Radial basis function neural network approach for the diagnosis of coronary artery disease based on the standard electrocardiogram exercise test
-
Lewenstein, K., Radial basis function neural network approach for the diagnosis of coronary artery disease based on the standard electrocardiogram exercise test. Med. Biological Eng. Comput. 39 (2001), 1–6.
-
(2001)
Med. Biological Eng. Comput.
, vol.39
, pp. 1-6
-
-
Lewenstein, K.1
-
36
-
-
33845338724
-
Projections of global mortality and burden of disease
-
e422
-
Mathers, C.D., Loncar, D., Projections of global mortality and burden of disease. PloS Med 3:11 (2006), 2002–2030, 10.1371/journal.pmed.0030442 e422.
-
(2006)
PloS Med
, vol.3
, Issue.11
, pp. 2002-2030
-
-
Mathers, C.D.1
Loncar, D.2
-
37
-
-
84859802214
-
Global Status Report on Non-Communicable Diseases
-
World Health Organization, 2014
-
Mendis, S., et al. Global Status Report on Non-Communicable Diseases., 2014 World Health Organization, 2014.
-
(2014)
-
-
Mendis, S.1
-
38
-
-
84928086715
-
Automated diagnosis of coronary artery disease using Tunable-Q wavelet transform applied on heart rate signals
-
Patidar, S., Pachori, R.B., Acharya, U.R., Automated diagnosis of coronary artery disease using Tunable-Q wavelet transform applied on heart rate signals. Knowl.-Based Syst. 82 (2015), 1–10.
-
(2015)
Knowl.-Based Syst.
, vol.82
, pp. 1-10
-
-
Patidar, S.1
Pachori, R.B.2
Acharya, U.R.3
-
39
-
-
0023872029
-
Detection of coronary artery disease from the normal resting ECG using nonlinear mathematical transformation
-
Schreck, D.M., Ng, L., Schreck, B.S., Bosco, S.F., Allegra, J.R., Zacharias, D., Wortzel, J.V., Detection of coronary artery disease from the normal resting ECG using nonlinear mathematical transformation. Annals Emerg. Med. 17 (1988), 132–134.
-
(1988)
Annals Emerg. Med.
, vol.17
, pp. 132-134
-
-
Schreck, D.M.1
Ng, L.2
Schreck, B.S.3
Bosco, S.F.4
Allegra, J.R.5
Zacharias, D.6
Wortzel, J.V.7
-
40
-
-
33646153511
-
Optimal selection of wavelet basis function applied to ECG signal denoising
-
Singh, B.N., Tiwari, A., 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.2
-
41
-
-
84976237984
-
Application of empirical mode decomposition-based features for analysis of normal and CAD heart rate signals
-
Sood, S., Kumar, M., Pachori, R.M., Acharya, U.R., Application of empirical mode decomposition-based features for analysis of normal and CAD heart rate signals. J. Mech. Med. Biol., 16(1), 2016.
-
(2016)
J. Mech. Med. Biol.
, vol.16
, Issue.1
-
-
Sood, S.1
Kumar, M.2
Pachori, R.M.3
Acharya, U.R.4
-
42
-
-
67649946485
-
A review of the cost of cardiovascular disease
-
Tarride, J.E., Lim, M., DesMeules, M., et al. A review of the cost of cardiovascular disease. Can J Cardiol. 25 (2009), e195–e202.
-
(2009)
Can J Cardiol.
, vol.25
, pp. e195-e202
-
-
Tarride, J.E.1
Lim, M.2
DesMeules, M.3
-
43
-
-
84875147483
-
Coronary Heart Disease statistics, a Compendium of Health Statistics
-
British Heart Foundation London ed
-
Townsend, N., Wickramasinghe, K., Bhatnagar, P., Smolina, K., Nicholas, M., Leal, J., Luengo-Fernandez, R., Rayner, M., Coronary Heart Disease statistics, a Compendium of Health Statistics. 2012, British Heart Foundation, London ed.
-
(2012)
-
-
Townsend, N.1
Wickramasinghe, K.2
Bhatnagar, P.3
Smolina, K.4
Nicholas, M.5
Leal, J.6
Luengo-Fernandez, R.7
Rayner, M.8
-
44
-
-
84950996564
-
Cardiovascular Disease Statistics, British Heart Foundation
-
London
-
Townsend, N., Williams, J., Bhatnagar, P., Wickramasinghe, K., Rayner, M., Cardiovascular Disease Statistics, British Heart Foundation. 2014, London.
-
(2014)
-
-
Townsend, N.1
Williams, J.2
Bhatnagar, P.3
Wickramasinghe, K.4
Rayner, M.5
-
45
-
-
85024918286
-
Ischemic Heart Disease Clinical and Pathophysiological Aspects
-
New York Raven
-
Willer, J.T., Hillis, L.D., Buja, L.M., Ischemic Heart Disease Clinical and Pathophysiological Aspects. 1982, New York, Raven.
-
(1982)
-
-
Willer, J.T.1
Hillis, L.D.2
Buja, L.M.3
-
46
-
-
84937561739
-
Global Health Estimates: Deaths by Cause, Age, Sex and Country
-
WHO Geneva
-
Organization, W.H., Global Health Estimates: Deaths by Cause, Age, Sex and Country. 2014, WHO, Geneva, 2000–2012.
-
(2014)
, pp. 2000-2012
-
-
Organization, W.H.1
-
47
-
-
82455210619
-
A novel method of diagnosing coronary heart disease by analyzing ECG signals combined with motion activity
-
China Beijing September 18-21
-
Yin, L., Chen, Y., Ji, W., A novel method of diagnosing coronary heart disease by analyzing ECG signals combined with motion activity. IEEE International workshop on machine learning for signal processing, 2011, China, Beijing September 18-21.
-
(2011)
IEEE International workshop on machine learning for signal processing
-
-
Yin, L.1
Chen, Y.2
Ji, W.3
-
48
-
-
85006276781
-
An automated ECG beat classification system using convolutional neural networks
-
ISBN
-
Zubair, M., Kim, J., Yoon, C., An automated ECG beat classification system using convolutional neural networks. 6th International Conference on IT Convergence and Security (ICITCS), 2016, 1–5 ISBN: 978-1-5090-3766-7.
-
(2016)
6th International Conference on IT Convergence and Security (ICITCS)
, pp. 1-5
-
-
Zubair, M.1
Kim, J.2
Yoon, C.3
|