Feature Extraction of Electrocardiogram Signals by Applying Adaptive Threshold and Principal Component Analysis
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Afonso, 1995, Filter-bank based processing of the stress ECG, In: The 17th IEEE Annual Engineering Conference in Medicine and Biology Society., 887
Afonso, 1999, ECG beat detection using filter banks, IEEE Trans. Biomed. Eng., 46, 192, 10.1109/10.740882
Ahlstrom, 1983, Automated high-speed analysis of Holter tapes with microcomputers, IEEE Trans. Biomed. Eng., 30, 651, 10.1109/TBME.1983.325067
Alesanco, 2003, A novel real-time multilead ECG compression and de-noising method based on the wavelet transform, In: Proc. IEEE Computers in Cardiology., 593
Alwan, 2011, 9
Arzeno, 2008, Analysis of first-derivative based QRS detection algorithms, IEEE Trans. Biomed. Eng., 55, 478, 10.1109/TBME.2007.912658
Asirvadam, 2009, ECG viewed using grayscale patterns, Proceedings of the International Conference on Man-Machine Systems 2009.
Ayat, 2009, ECG denoising using modulus maxima of wavelet transform, In Proc. Annual Int. Conf. IEEE Engineering in Medicine and Biology Society Minneapolis 2009, 416, 10.1109/IEMBS.2009.5332617
Bashour, 2004, Characterization of premature atrial contraction activity prior to the onset of postoperative atrial fibrillation in cardiac surgery patients Chest, 126, 831S
Benitez, 2001, The use of the Hilbert transform in ECG signal analysis, Comput. Biol. Med., 31, 399, 10.1016/S0010-4825(01)00009-9
Burte, 2012, Advances in QRS detection: Modified Wavelet energy gradient method, International Journal of Emerging Trends in Signal Processing, 1, 23
Castells, 2007, Principal Component Analysis in ECG signal processing, EURASIP Journal on Advances in Signal Processing, 1
Chen, 2003, A moving average based filtering system with its application to real-time QRS detection, Proc. IEEE Computers in Cardiology, 585
Cheng, 1998, Classification of electrocardiogram using hidden Markov models, 20th Annual Int. Conf. IEEE Engineering in Medicine and Biology Society, 143
Chouakri, 2011, QRS complex detection based on multi wavelet packet decomposition, Applied Mathematics and Computation, 217, 9508, 10.1016/j.amc.2011.03.001
Clifford, 2006, Advanced methods and tools for ECG data analysis, Norwood, MA: Artech House Inc, 55
Coast, 1989, QRS detection based on hidden Markov modeling, In: Proc. Annual International Conference of the IEEE Enginnering in Medicine and Biology Society, 34
Deshpande, 2013, ECG data compression using principal component analysis, International Journal of Electrical, Electronics and Computer Systems., 1, 13
Dilaveris, 1998, Simple electrocardiographic markers for the prediction of paroxysmal idiopathic atrial fibrillation, American Heart Journal, 135, 733, 10.1016/S0002-8703(98)70030-4
Dinh, 2001, In: 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Wavelets for QRS detection, 1883
Elgendi, 2014, Revisiting QRS detection methodologies for portable, wearable, battery-operated, and wireless ECG systems PLoS ONE, 9, e84018
Elgendi, 2009, Improved QRS detection algorithm using dynamic thresholds, International Journal of Hybrid Information Technology, 2, 65
Goldberger, 2000, PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. Circulation, 101, e215
Hasan, 2012, Hardware approach of R-peak detection for the measurement of fetal and maternal heart rates, Journal of Applied Research and Technology, 10, 835, 10.22201/icat.16656423.2012.10.6.343
Kadambe, 1999, Wavelet transform-based QRS complex detector, IEEE Trans. Biomed. Eng., 46, 838, 10.1109/10.771194
Kaplan, 1990, Simultaneous QRS detection and feature extraction using simple matched filter basis functions, In Proc. IEEE Computers in Cardiology 1990, 503
Kher, 2014, Comparative analysis of PCA and wavelet based motion artifact detection and spectral characterization in W-ECG, WSEAS Transactions on Signal Processing, 10, 116
Köhler, 2003, QRS detection using zero crossing counts, Progress in Biomedical Research, 8, 138
Kotas, 2007, Projective filtering of time-aligned ECG beats for repolarization duration measurement, Comput. Methods Programs Biomed, 85, 115, 10.1016/j.cmpb.2006.10.001
Langley, 2010, Principal component analysis as a tool for analyzing beat-to-beat changes in ECG features: Application to ECG-derived respiration, IEEE Trans. Biomed. Eng., 57, 821, 10.1109/TBME.2009.2018297
Li, 1995, Detection of ECG characteristic points using wavelet transforms, IEEE Trans. Biomed. Eng., 42, 21, 10.1109/10.362922
Liang-Yu, 2004, Using wavelet transform and fuzzy neural network for VPC detection from the Holter ECG, IEEE Trans. Biomed. Eng., 51, 1269, 10.1109/TBME.2004.824131
Madeiro, 2007, A new approach to QRS segmentation based on wavelet bases and threshold technique, Med. Eng. Phys., 29, 26, 10.1016/j.medengphy.2006.01.008
Monasterio, 2009, Multilead analysis of T-wave alternants in the ECG using principal component analysis, IEEE Trans. Biomed. Eng., 56, 1880, 10.1109/TBME.2009.2015935
Moody, 2001, The impact of the MIT-BIH Arrhythmia Database, IEEE Eng. Med. Biol. Mag., 20, 45, 10.1109/51.932724
Morizet-Mahoudeaux, 1981, Simple microprocessor-based system for on-line ECG arrhythmia analysis, Med. & Biol. Eng. & Comput., 19, 497, 10.1007/BF02441319
Okada, 1979, A digital filter for the QRS complex detection, IEEE Trans. Biomed. Eng., 26, 700, 10.1109/TBME.1979.326461
Palanivel, 2013, Experimental studies on intelligent, wearable and automated wireless mobile tele-alert system for continuous cardiac surveillance, Journal of Applied Research and Technology, 11, 133, 10.1016/S1665-6423(13)71522-0
Pan, 1985, A real-time QRS detection algorithm, IEEE Trans. Biomed. Eng., 32, 230, 10.1109/TBME.1985.325532
Rabbani, 2011, R peak detection in electrocardiogram signal based on an optimal combination of wavelet transform, Hilbert transform, and adaptive thresholding. J. Med. Signals Sens., 1, 91, 10.4103/2228-7477.95292
Rajpoot, 2013, ECG data compression based on principal component analysis, Current Research in Engineering, Science and Technology Journals, 1, 98
Romero, 2010, PCA-based noise reduction in ambulatory ECGs, Computing in Cardiology, 26, 677
Sharma, 2012, Clinical entropy based PCA for multi-lead electrocardiogram signals, Proc. of the International Conference on Advances in Information Technology 2012, 24
Sharma, 2013, Denoising and detection of ECG points using wavelets & PCA, International Journal of Emerging Research in Management & Technology, 2, 15
Sharmila, 2013, Rule based identification of cardiac arrhythmias from enhanced ECG signals using multi-scale PCA, Signal Processing: An International Journal, 7, 117
Tang, 2008, The algorithm of R peak detection in ECG based on empirical mode decomposition, In: Proc. Fourth International Conference on Natural Computation, 624
Trahanias, 1990, Syntactic pattern recognition of the ECG, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12, 648, 10.1109/34.56207
Tran, 2004, Prediction of paroxysmal atrial fibrillation by analysis of atrial premature complexes, IEEE Trans Biomed Eng., 51, 561, 10.1109/TBME.2003.821030
Trinder, 2001, Autonomic activity during human sleep as a function of time and sleep stage, J. Sleep Res., 10, 253, 10.1046/j.1365-2869.2001.00263.x
Tsipouras, 2002, Arrhythmia classification using the R-R- interval duration signal, IEEE Computers in Cardiology, 2002, 485, 10.1109/CIC.2002.1166815
Xing, 2008, A new QRS detection algorithm based on empirical mode decomposition, In: Proc. 2nd International Conference on Bioinformatics and Biomedical Engineering, 693
Xu, 2005, Adaptive threshold for QRS complex detection based on wavelet transform, In Proc. IEEE 27th Annual International Conference of the Engineering in Medicine and Biology Society, 7281
Yongli, 2005, A QRS complex detection algorithm based on mathematical morphology and envelope, In Proc., 27th Annual International Conference of the Engineering in Medicine and Biology Society, 4654
Zapanta, 2004, Heart rate chaos in obstructive sleep apnea in children, In Proc., 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 3889, 10.1109/IEMBS.2004.1404088
Zhang, 2007, Novel QRS detection by CWT for ECG sensor, In: Proc. IEEE Biomedical Circuits and Systems Conference 2007, 211