ECG feature extraction and disease diagnosis

Journal of Medical Engineering and Technology

Volumn 35, Issue 6-7, 2011, Pages 354-361

  Bhyri, Channappa ^a   Hamde, S T ^b   Waghmare, L M ^b  

^a PDA COLLEGE OF ENGINEERING   (India)

^b SHRI GURU GOBIND SINGHJI INSTITUTE OF ENGINEERING AND TECHNOLOGY   (India)

Author keywords

Coding; Disease; ECG signal; Scoring pattern; Wavelet transform

Indexed keywords

CLINICAL DECISION MAKING; CODING; DAUBECHIES; DAUBECHIES WAVELET; DE-NOISE; DISEASE DIAGNOSIS; ECG DATA; ECG SIGNAL; ECG SIGNALS; ENGINEERING AND TECHNOLOGY; FRONTAL PLANES; HAAR WAVELETS; HEART DISEASE DIAGNOSIS; HEART RATES; LABORATORY VIRTUAL INSTRUMENT ENGINEERING WORK-BENCH; LABVIEW; LEFT VENTRICULAR HYPERTROPHIES; LOW RESOLUTION; MYOCARDIAL INFARCTION; P WAVES; PATHOPHYSIOLOGICAL; R-PEAK DETECTION; RIGHT VENTRICULAR; SAMPLING FREQUENCIES; SCORING PATTERN; ST SEGMENT; STANDARD DEVIATION; T WAVES; TECHNICAL FACTORS; WAVE FORMS;

ALGORITHMS; CARDIOLOGY; DISCRETE WAVELET TRANSFORMS; DISEASES; ELECTROCARDIOGRAPHY; FEATURE EXTRACTION; PATHOLOGY; WAVELET TRANSFORMS;

SIGNAL DETECTION;

ALGORITHM; ARTICLE; ELECTROCARDIOGRAPHY; FACTUAL DATABASE; HEART DISEASE; HUMAN; METHODOLOGY; PATHOPHYSIOLOGY; WAVELET ANALYSIS;

ALGORITHMS; DATABASES, FACTUAL; ELECTROCARDIOGRAPHY; HEART DISEASES; HUMANS; WAVELET ANALYSIS;

EID: 80053232707     PISSN: 03091902     EISSN: 1464522X     Source Type: Journal    
DOI: 10.3109/03091902.2011.595530     Document Type: Article

References (14)

1. Ping, L., Aiming, P., Puping, P. 2007. A novel electrocardio signal detection and analysis system based on virtual instruments. Proc. The Eighth International Conference on Electronic Measurements and Instruments, China, 232-236.
2. Zhang, L., Jiang, X. 2007, Acquisition and analysis system of the ECG signal based on LabVIEW. Proc. The Eighth International Conference on Electronic Measurements and Instruments, China, 537-539.
3. Magaveras, N., Stamkopoulos, T., Pappas, C., Strintzis, M.G. 1998, An adaptive back propagation neural network for real-time ischemia episodes detection: Development and performance analysis using the European ST-T data base. IEEE Transactions on Biomedical Engineering, 45803-45813.
4. Saxena, S.C., Kumar, V., Hamde, S.T. 2002, Feature extraction from ECG Signals using wavelet transforms for disease diagnostics. International Journal of Systems Science, 33, 1073-1085.
5. Maheshwari, R., Vijay, G., Kumar, V., Verma, H.K. 1998, Signal analysis and a heuro-logistic interpretation of multi lead electrocardiograms. International Journal of Systems Science, 29, 323-334. (Pubitemid 128557014)
6. Bhyri, C., Kalpana, V., Hamde, S.T., Waghmare, L.M. 2009, Estimation of ECG features using LabVIEW. International Journal of Computing Science and Communication Technologies, 2, 320-324.
7. Li, C., Zheng, C., Tai, C.F. 1995, Detection of ECG characteristic points using wavelet transforms. IEEE Transactions on Biomedical Engineering, 42, 21-28.
8. Martinez, J.P, Olmos, S., Laguna, P. 2000, Evaluation of a wavelet based ECG waveform detector on the QT database. Computers in Cardiology, 81-84. (Pubitemid 32188190)
9. Agante, P.M., Marques de sa, J.P. 1999, ECG noise filtering using wavelets with soft thresholding methods. Computers in Cardiology, 535-538. (Pubitemid 32132698)
10. Faezipour, M., Tiwari, T.M., Saeed, A., Nourani, M., Tamil, L.S. 2009, Wavelet based denoising and beat detection of ECG signal. IEEE/NIH Life Science Systems and Applications Workshop, 100-103.
11. Wong, S., Ng, F., Mora, F., Passariello, G., Almeida, D. 1998, QT interval time frequency analysis using Haar wavelet. Computers in Cardiology, 25, 405-408. (Pubitemid 128651392)
12. Soo-Yeon Ji, A.A.R.B., Ward, K., Najarian, K. 2009, Detection of P, QRS, and T components of ECG using wavelet transformation. Complex Medical Engineering, CME, ICME Internationational Conference, 1-6.
13. MIT-BIH Arrhythmia data base (http://www.Physionet.org).
14. Martínez, J.P., Almeida, R., Olmos, S., Rocha, A.P., Laguna, P. 2004, A wavelet-based ECG delineator: Evaluation on standard databases. IEEE Transactions on Biomedical Engineering, 51(4).