Arrhythmia analysis using artificial neural network and decimated electrocardiographic data

Computers in Cardiology

Volumn , Issue , 2000, Pages 73-76

  Melo, S L ^a   Caloba L P ^a   Nadal, J ^a  

^a FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; ELECTROCARDIOGRAPHY; FEATURE EXTRACTION; NEURAL NETWORKS; STATISTICS;

CARDIAC ARRHYTHMIAS; KOHONEN LAYER ARCHITECTURE;

CARDIOLOGY;

EID: 0342502197     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Xue Q, Hu YH, Tompkins WJ. Neural-Network-Based Adaptive Matched Filtering for QRS Detection, IEEE Trans Biomed Eng 1992;39:319-329.
2. Chow HS, Moody GB, Mark RG. Detection of Ventricular Ectopic Beats Using Neural Networks. Computers in Cardiology 1992. Los Alamitos: IEEE Computer Society, 1992:659-662.
3. Silipo R, Gori M, Marquesi C. Autoassociator Structured Neural Network for Rhythm Classification of Long Term Electrocardiogram. Computers in Cardiology 1993, Los Alamitos: IEEE Computer Society, 1993:349-352.
4. Nadal J, Bossan MC. Classification of Cardiac Arrhythmias Based on Principal Component Analysis and Feedforward Neural Networks. Computers in Cardiology 1993, Los Alamitos: IEEE Computer Society, 1993:341-4.
5. Dassen WRM, Mulleneers RGA, Dulk K den, Karthaus VLJ, Talmon JL, Wellens HJJ. Further Improvement of Classical Criteria for Differentiation of Wide-QRS Tachycardia in SVT and VT Using Artificial Neural Network Techniques", Computers in Cardiology 1993, Los Alamitos: IEEE Computer Society, 1993:337-40.
6. MIT-BIH Arrhythmia Database, Tape Directory and Format Specification, Technical Report N. 10, Biomedical Engineering Center for Clinical Instrumentation, Massachusetts Institute of Technology, Cambridge, MA, 1982.
7. Wasserman PD. Neural Computing: Theory and Practice. New York: Van Nostrand Reinhold, 1989.
8. Bossan MC. Classification of Cardiac Beats Using Artificial Neural Networks [In Portuguese], Master's Dissertation, Biomedical Engineering Program, COPPE, Federal University of Rio de Janeiro, Rio de Janeiro, 1994.
9. Han FM and Han S, "Classification of Cardiac Arrhythmias Using Fuzzy ARTMAP", IEEE Trans Biomed Eng 1996;43:425-430.