Composite neural network architecture for extensive long term ECG analysis

Computers in Cardiology

Volumn 0, Issue 0, 1996, Pages 13-16

  Silipo, R ^a   Marchesi, C ^a  

^a UNIVERSITY OF FLORENCE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOLOGY; DIAGNOSIS; DISEASES; ECHOCARDIOGRAPHY; FUNCTIONS; MONITORING; RELIABILITY; ROBUSTNESS (CONTROL SYSTEMS); STATISTICAL METHODS;

AMBULATORY MONITORING; ARRHYTHMIA DETECTOR; COMPOSITE NEURAL NETWORK ARCHITECTURE; PRINCIPAL COMPONENT ANALYSIS; RADIAL BASIS FUNCTIONS; THERAPY ASSESSMENT;

NEURAL NETWORKS;

EID: 0030393159     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (7)

1. Bailey J.J., et al., "Recommendations for Standardization and Specifications in Automated electrocardiography: Bandwidth and Digital Signal Processing.", Circulation, Vol. 81, 1990.
2. Silipo R., Gori M., Taddei A., Varanini M., Marchesi C., "Classification of Arrhythmic Events in Ambulatory ECG, Using Artificial Neural Networks.", Computers and Biomedical Research, Vol 28, 305-318, 1995.
3. Silipo R., Taddei A., Marchesi C., "Continuous Monitoring and Detection of ST-T Changes in Ischemic Patients.", Computers in Cardiology, IEEE Computer Society, pp. 225-228, 1994.
4. Piantini F., Silipo R., Marchesi C., Gori M., "Recurrent Neural Networks for ECG Analysis.", Proc. of ICANN '94, pp. 1013-1016, 1994.
5. Reed R., "Pruning Algorithms - A survey.", IEEE Trans. on Neural Networks, Vol. 4, pp. 740-747, 1993.
6. Laguna P., Moody G.B., Mark R.G., "Analysis of the Cardiac Repolarization Period Using the KL Transform: Applications on the ST-T Database", Computers in Cardiology, IEEE computer society, pp.233-236, 1994.
7. Willems J.L., Lesaffre E., Pradens J., "Comparison of the Classification Ability of the Electrocardiogram and Vectorcardiogram.", American J. Cardiology, Vol. 59, pp. 119-124, 1987.