20.10.4 Heart Analysis, ECG, Electrocardiogram

Birman, K.P.,
Rule-Based Learning for More Accurate ECG Analysis,
PAMI(4), No. 4, July 1982, pp. 369-380. BibRef 8207

Skordalakis, E.,
Syntactic ECG processing: A review,
PR(19), No. 4, 1986, pp. 305-313.
WWW Version. 0309
BibRef

Trahanias, P., and Skordalakis, E.,
Syntactic Pattern Recognition of the ECG,
PAMI(12), No. 7, July 1990, pp. 648-657.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9007

Pietka, E.[Ewa],
Feature extraction in computerized approach to the ECG analysis,
PR(24), No. 2, 1991, pp. 139-146.
WWW Version. 0401
BibRef

Koski, A., Juhola, M., Meriste, M.,
Syntactic Recognition of ECG Signals by Attributed Finite Automata,
PR(28), No. 12, December 1995, pp. 1927-1940.
WWW Version. BibRef 9512

Koski, A.,
Primitive Coding of Structural ECG Features,
PRL(17), No. 11, September 16 1996, pp. 1215-1222. 9611
BibRef

Kundu, M.[Mahantapas], Nasipuri, M.[Mita], Basu, D.K.[Dipak Kumar],
Knowledge-based ECG interpretation: a critical review,
PR(33), No. 3, March 2000, pp. 351-373.
WWW Version. 0001
BibRef

Kachelriess, M., Ulzheimer, S., Kalender, W.A.,
ECG-correlated imaging of the heart with subsecond multislice spiral CT,
MedImg(19), No. 9, September 2000, pp. 888-901.
IEEE Top Reference. 0110
BibRef

Acharya, U.R.[U. Rajendra], Bhat, P.S.[P. Subbanna], Iyengar, S.S., Rao, A.[Ashok], Dua, S.[Sumeet],
Classification of heart rate data using artificial neural network and fuzzy equivalence relation,
PR(36), No. 1, January 2003, pp. 61-68.
WWW Version. 0210
BibRef

Israel, S.A.[Steven A.], Irvine, J.M.[John M.], Cheng, A.[Andrew], Wiederhold, M.D.[Mark D.], Wiederhold, B.K.[Brenda K.],
ECG to identify individuals,
PR(38), No. 1, January 2005, pp. 133-142.
WWW Version. 0410
BibRef

Güler, I.[Inan], ÜbeylI, E.D.[Elif Derya],
ECG beat classifier designed by combined neural network model,
PR(38), No. 2, February 2005, pp. 199-208.
WWW Version. 0411
BibRef

Engin, M.[Mehmet],
ECG beat classification using neuro-fuzzy network,
PRL(25), No. 15, November 2004, pp. 1715-1722.
WWW Version. 0411
BibRef

Froese, T.[Tom], Hadjiloucas, S.[Sillas], Galvão, R.K.H.[Roberto K.H.], Becerra, V.M.[Victor M.], Coelho, C.J.[Clarimar José],
Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms,
PRL(27), No. 5, 1 April 2006, pp. 393-407.
WWW Version. 0604
Discrete wavelet transform; Neural networks; Genetic algorithms; Linear discriminant analysis BibRef

Zandi, A.S.[Ali Shahidi], Moradi, M.H.[Mohammad Hassan],
Quantitative evaluation of a wavelet-based method in ventricular late potential detection,
PR(39), No. 7, July 2006, pp. 1369-1379.
WWW Version. 0606
Ventricular late potentials (VLPs); High-resolution ECG (HRECG); Wavelet transform (WT); Artificial neural network (ANN); Principal component analysis (PCA) BibRef

Hang, X.[Xiyi], Greenberg, N.L.[Neil L.], Thomas, J.D.[James D.],
Compression of pre-scan-converted echocardiographic video using wavelet packet and integer wavelet transforms,
IVC(24), No. 9, September 2006, pp. 915-925.
WWW Version. 0608
Wavelet packet transform; Integer wavelet transform; SPIHT; Echocardiography; Compression BibRef

Liu, Z., Liu, C., He, B.,
Noninvasive Reconstruction of Three-Dimensional Ventricular Activation Sequence From the Inverse Solution of Distributed Equivalent Current Density,
MedImg(25), No. 10, October 2006, pp. 1307-1318.
IEEE DOI Link 0609
BibRef

Uguz, H.[Harun], Arslan, A.[Ahmet], Türkoglu, I.[Ibrahim],
A biomedical system based on hidden Markov model for diagnosis of the heart valve diseases,
PRL(28), No. 4, 1 March 2007, pp. 395-404.
WWW Version. 0701
Pattern recognition; Doppler heart sounds; Wavelet decomposition; Hidden Markov model BibRef

Benzid, R., Marir, F., Bouguechal, N.E.,
Electrocardiogram Compression Method Based on the Adaptive Wavelet Coefficients Quantization Combined to a Modified Two-Role Encoder,
SPLetters(14), No. 6, June 2007, pp. 373-376.
IEEE DOI Link 0706
BibRef

Yu, S.N.[Sung-Nien], Chen, Y.H.[Ying-Hsiang],
Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network,
PRL(28), No. 10, 15 July 2007, pp. 1142-1150.
WWW Version. 0706
Electrocardiogram; RR interval; Discrete wavelet transform; Probabilistic neural network; Pattern classification BibRef

Wubbeler, G.[Gerd], Stavridis, M.[Manuel], Kreiseler, D.[Dieter], Bousseljot, R.D.[Ralf-Dieter], Elster, C.[Clemens],
Verification of Humans Using the Electrocardiogram,
PRL(28), No. 10, 15 July 2007, pp. 1172-1175.
WWW Version. 0706
Biometrics; Electrocardiogram (ECG); Verification; Identification BibRef

Kara, S.[Sadik], Okandan, M.[Mustafa],
Atrial fibrillation classification with artificial neural networks,
PR(40), No. 11, November 2007, pp. 2967-2973.
WWW Version. 0707
Electrocardiography; Atrial fibrillation; Artificial neural network; Wavelet; Welch method; Power spectral density BibRef

Boucheham, B.[Bachir],
Matching of quasi-periodic time series patterns by exchange of block-sorting signatures,
PRL(29), No. 4, 1 March 2008, pp. 501-514.
WWW Version. 0711
Pattern matching; Time series; Block-sorting signature; Shape exchange; DTW ECG application BibRef

Irvine, J.M.[John M.], Israel, S.A.[Steven A.], Scruggs, W.T.[W. Todd], Worek, W.J.[William J.],
eigenPulse: Robust human identification from cardiovascular function,
PR(41), No. 11, November 2008, pp. 3427-3435.
WWW Version. 0808
Electrocardiogram (ECG); Biometrics; Human identification; Classification; Principal components analysis (PCA) BibRef

Fang, S.C.[Shih-Chin], Chan, H.L.[Hsiao-Lung],
Human identification by quantifying similarity and dissimilarity in electrocardiogram phase space,
PR(42), No. 9, September 2009, pp. 1824-1831.
Elsevier DOI Link
WWW Version. 0905
Biometrics; Human identification; Electrocardiogram (ECG); Phase space reconstruction; Unsupervised classification BibRef

Noponen, K.[Kai], Kortelainen, J.[Jukka], Seppanen, T.[Tapio],
Invariant trajectory classification of dynamical systems with a case study on ECG,
PR(42), No. 9, September 2009, pp. 1832-1844.
Elsevier DOI Link
WWW Version. 0905
Eigenvalues and eigenfunctions; Electrocardiography; Group theory; Least squares methods; Multidimensional signal processing; Nonlinear systems; Pattern recognition; Shape BibRef

Martis, R.J.[Roshan Joy], Chakraborty, C.[Chandan], Ray, A.K.[Ajoy K.],
A two-stage mechanism for registration and classification of ECG using Gaussian mixture model,
PR(42), No. 11, November 2009, pp. 2979-2988.
Elsevier DOI Link
WWW Version. 0907
ECG; Pan Tompkins algorithm; Linear prediction; PCA; GMM; Chernoff bound; Bhattacharya bound BibRef

Agrafioti, F.[Foteini], Hatzinakos, D.[Dimitrios],
ECG biometric analysis in cardiac irregularity conditions,
SIViP(3), No. 4, December 2009, pp. xx-yy.
Springer DOI Link 0911
BibRef

Beymer, D.[David], Syeda-Mahmood, T.[Tanveer], Wang, F.[Fei],
Exploiting spatio-temporal information for view recognition in cardiac echo videos,
MMBIA08(1-8).
IEEE DOI Link 0806
BibRef

Syeda-Mahmood, T.[Tanveer], Wang, F.[Fei],
Shape-based matching of heart sounds,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Oktay, A.B.[Ayse Betul], Akgul, Y.S.[Yusuf Sinan],
Echocardiographic contour extraction with local and global priors through boosting and level sets,
MMBIA09(46-51).
IEEE DOI Link 0906
BibRef
Earlier:
A Novel Level Set Based Echocardiographic Contour Extraction Method with Prior Knowledge,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

Singh, Y.N.[Yogendra Narain], Gupta, P.,
Biometrics Method for Human Identification Using Electrocardiogram,
ICB09(1270-1279).
Springer DOI Link 0906
BibRef

Couceiro, R., Carvalho, P., Henriques, J., Antunes, M., Harris, M., Habetha, J.,
Detection of Atrial Fibrillation using model-based ECG analysis,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef

Singh, Y.N.[Yogendra Narain], Gupta, P.[Phalguni],
ECG to Individual Identification,
BTAS08(1-8).
IEEE DOI Link 0809
BibRef

Syeda-Mahmood, T.[Tanveer], Wang, F.[Fei],
Shape-Based Retrieval of Heart Sounds for Disease Similarity Detection,
ECCV08(II: 568-581).
Springer DOI Link 0810
BibRef

Mitra, S., Mitra, M., Chaudhuri, B.B.,
Computation of QRS Vector of ECG Signal for Observation of It's Clinical Significance,
PReMI07(439-446).
Springer DOI Link 0712
BibRef

Zhang, Y.[Yu], Xia, L.[Ling], Gong, Y.L.[Ying-Lan], Chen, L.G.[Li-Gang], Hou, G.H.[Guang-Huan], Tang, M.[Min],
Parallel Solution in Simulation of Cardiac Excitation Anisotropic Propagation,
FIMH07(170-179).
Springer DOI Link 0706
BibRef

Nobuaki, Y.[Yutaka], Amano, A.[Akira], Shimayoshi, T.[Takao], Lu, J.Y.[Jian-Yin], Shim, E.B.[Eun B.], Matsuda, T.[Tetsuya],
A Model for Simulation of Infant Cardiovascular Response to Orthostatic Stress,
FIMH07(190-199).
Springer DOI Link 0706
BibRef

Fenici, R.[Riccardo], Brisinda, D.[Donatella],
Is There Any Place for Magnetocardiographic Imaging in the Era of Robotic Ablation of Cardiac Arrhythmias?,
FIMH07(230-239).
Springer DOI Link 0706
BibRef

Remme, E.W.[Espen W.], Smiseth, O.A.[Otto A.],
Characteristic Strain Pattern of Moderately Ischemic Myocardium Investigated in a Finite Element Simulation Model,
FIMH07(330-339).
Springer DOI Link 0706
BibRef

Kerckhoffs, R.C.P.[Roy C. P.], McCulloch, A.D.[Andrew D.], Omens, J.H.[Jeffrey H.], Mulligan, L.J.[Lawrence J.],
Effect of Pacing Site and Infarct Location on Regional Mechanics and Global Hemodynamics in a Model Based Study of Heart Failure,
FIMH07(350-360).
Springer DOI Link 0706
BibRef

Savio, E.[Eleonora], Goldhaber, J.I.[Joshua I.], Bridge, J.H.B.[John H. B.], Sachse, F.B.[Frank B.],
A Framework for Analyzing Confocal Images of Transversal Tubules in Cardiomyocytes,
FIMH07(110-119).
Springer DOI Link 0706
BibRef

Grandi, E.[Eleonora], Puglisi, J.L.[Jose L.], Severi, S.[Stefano], Bers, D.M.[Donald M.],
Computer Simulation of Altered Sodium Channel Gating in Rabbit and Human Ventricular Myocytes,
FIMH07(120-128).
Springer DOI Link 0706
BibRef

Trew, M.L.[Mark L.], Smaill, B.H.[Bruce H.], Pullan, A.J.[Andrew J.],
Relating Discontinuous Cardiac Electrical Activity to Mesoscale Tissue Structures: Detailed Image Based Modeling,
FIMH07(220-229).
Springer DOI Link 0706
BibRef

Boulakia, M.[Muriel], Fernández, M.A.[Miguel A.], Gerbeau, J.F.[Jean-Frédéric], Zemzemi, N.[Nejib],
Towards the Numerical Simulation of Electrocardiograms,
FIMH07(240-249).
Springer DOI Link 0706
BibRef

Sohn, K.[Kwanghyun], Sutherland, D.R.[David R.], Liang, Q.S.[Qian-Sheng], Punske, B.B.[Bonnie B.],
Experimental Measures of the Minimum Time Derivative of the Extracellular Potentials as an Index of Electrical Activity During Metabolic and Hypoxic Stress,
FIMH07(250-259).
Springer DOI Link 0706
BibRef

Jiang, M.F.[Ming-Feng], Xia, L.[Ling], Shou, G.[Guofa],
Noninvasive Electroardiographic Imaging: Application of Hybrid Methods for Solving the Electrocardiography Inverse Problem,
FIMH07(269-279).
Springer DOI Link 0706
BibRef

Shou, G.[Guofa], Xia, L.[Ling], Jiang, M.F.[Ming-Feng], Liu, F.[Feng], Crozier, S.[Stuart],
Forward and Inverse Solutions of Electrocardiography Problem Using an Adaptive BEM Method,
FIMH07(290-299).
Springer DOI Link 0706
BibRef

Requena-Carrión, J.[Jesús], Väisänen, J.H.[Ju-Ho], Rojo-Álvarez, J.L.[José Luis], Hyttinen, J.[Jari], Alonso-Atienza, F.[Felipe], Malmivuo, J.[Jaakko],
Numerical Analysis of the Resolution of Surface Electrocardiographic Lead Systems,
FIMH07(310-319).
Springer DOI Link 0706
BibRef

Shome, S.[Shibaji], Macleod, R.[Rob],
Simultaneous High-Resolution Electrical Imaging of Endocardial, Epicardial and Torso-Tank Surfaces Under Varying Cardiac Metabolic Load and Coronary Flow,
FIMH07(320-329).
Springer DOI Link 0706
BibRef

Jolley, M.[Matthew], Stinstra, J.[Jeroen], Weinstein, D.[David], Pieper, S.[Steve], Estepar, R.S.J.[Raul San Jose], Kindlmann, G.[Gordon], MacLeod, R.[Rob], Brooks, D.H.[Dana H.], Triedman, J.K.[John K.],
Open-Source Environment for Interactive Finite Element Modeling of Optimal ICD Electrode Placement,
FIMH07(373-382).
Springer DOI Link 0706
BibRef

Katsnelson, L.B.[Leonid B.], Sulman, T.[Tatiana], Solovyova, O.[Olga], Markhasin, V.S.[Vladimir S.],
Mathematical Modeling of Electromechanical Function Disturbances and Recovery in Calcium-Overloaded Cardiomyocytes,
FIMH07(383-392).
Springer DOI Link 0706
BibRef

Franzone, P.C.[Piero Colli], Pavarino, L.F.[Luca F.], Scacchi, S.[Simone], Taccardi, B.[Bruno],
Determining Recovery Times from Transmembrane Action Potentials and Unipolar Electrograms in Normal Heart Tissue,
FIMH07(139-149).
Springer DOI Link 0706
BibRef

Zhang, H.[Heye], Wang, L.W.[Lin-Wei], Shi, P.C.[Peng-Cheng],
Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model,
FIMH07(150-159).
Springer DOI Link 0706
BibRef

Henriques, J., Brito, M., Gil, P., Carvalho, P., Antunes, M.,
Searching for Similarities in Nearly Periodic Signals With Application to ECG Data Compression,
ICPR06(III: 942-945).
WWW Version. 0609
BibRef

Zhou, X.B.[Xin-Biao], Li, H.Y.[Hong-Yan], Liu, H.B.[Hai-Bin], Li, M.M.[Mei-Mei], Tang, L.[Lvan], Fan, Y.[Yu], Hu, Z.[Zijing],
Monitoring Abnormal Patterns with Complex Semantics over ICU Data Streams,
IWICPAS06(185-194).
Springer DOI Link 0608
BibRef

Zhou, S.K.[S. Kevin], Park, J.H., Georgescu, B., Comaniciu, D., Simopoulos, C., Otsuki, J.,
Image-Based Multiclass Boosting and Echocardiographic View Classification,
CVPR06(II: 1559-1565).
IEEE DOI Link 0606
BibRef

Park, J.H., Zhou, S.K., Simopoulos, C., Otsuki, J., Comaniciu, D.,
Automatic Cardiac View Classification of Echocardiogram,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Moreau-Villéger, V.[Valérie], Delingette, H.[Hervé], Sermesant, M.[Maxime], Faris, O.[Owen], McVeigh, E.R.[Elliot R.], Ayache, N.[Nicholas],
Global and local parameter estimation of a model of the electrical activity of the heart,
INRIARR-5269, 2004.
HTML Version. BibRef 0400

Jia, S.[Sen], Qian, Y.T.[Yun-Tao], Dai, G.[Guang],
An advanced segmental semi-Markov model based online series pattern detection,
ICPR04(III: 634-637).
IEEE DOI Link 0409
Time alignment of sequences. ECG data. BibRef

de Chazal, P., Reilly, R.B., Heneghan, C.,
Automatic sleep apnoea detection using measures of amplitude and heart rate variability from the electrocardiogram,
ICPR02(I: 775-778).
IEEE DOI Link 0211
BibRef

de Chazal, P., Reilly, R.B.,
A Comparison of the Use of Different Wavelet Coefficients for the Classification of the Electrocardiogram,
ICPR00(Vol II: 255-258).
IEEE DOI Link
HTML Version. 0009
BibRef

Micó, P.[Pau], Cuesta, D.[David], Novák, D.[Daniel],
Clustering Improvement for Electrocardiographic Signals,
CIAP05(892-899).
Springer DOI Link 0509
BibRef

Cuesta-Frau, D., Perez-Cortes, J.C., Andreu-Garcia, G., Novak, D.,
Feature extraction methods applied to the clustering of electrocardiographi signals. a comparative study,
ICPR02(III: 961-964).
IEEE DOI Link 0211
BibRef

Kowalski, H.A.[Henryk A.], Skorupski, A.[Andrzej], Szymanski, Z.[Zbigniew], Ziembla, W.[Wojciech], Wojciechowski, D.[Dariusz], Sionek, P.[Piotr], Jedrasik, P.[Piotr],
Cardiac Rhythm Analysis Using Spatial ECG Parameters and SPART Method,
CAIP01(290 ff.).
HTML Version. 0210
BibRef

Nygaard, R.[Ranveig], Melnikov, G.[Gerry], Katsaggelos, A.K.[Aggelos K.],
Rate distortion optimal ECG signal compression,
ICIP99(II:348-351).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Ouyang, N.[Ning], Lam, W.K.[Wing-Kai], Xu, L.[Lei],
Application of Bayesian Ying-Yang Criteria for Selecting the Number of Hidden Units with Backpropagation Learning to Electrocardigram Classification,
ICPR98(Vol II: 1686-1688).
IEEE DOI Link 9808
BibRef

Valev, V., Radeva, P.I.,
Construction of Boolean Decision Rules for ECG Recognition by Non-Reducible Descriptors,
ICPR96(II: 111-115).
IEEE DOI Link 9608
(Bulgarian Academy of Sciences, BG) BibRef

Fainzilberg, L.S.[Leonid S.], Potapova, T.[Tatiana],
Computer analysis and recognition of cognitive phase space electro-cardio graphic image,
CAIP95(668-673).
Springer DOI Link 9509
BibRef

Mohamed, A.S.A., Raafat, H.M.,
Recognition of heart sounds and murmurs for cardiac diagnosis,
ICPR88(II: 1009-1011).
IEEE DOI Link 8811
BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Medical Applications -- Magnetic Resonance, MRI .