Title :
Detection of Ischemie episodes using the Counterpropagation neural network
Author :
Strintzis, M.G. ; Stalidis, G. ; Pappas, C. ; Maglaveras, N.
Author_Institution :
Department of Electrical Engineering, Aristotelian University of Thessaloniki, 54006 Thessaloniki, Greece
fDate :
Oct. 29 1992-Nov. 1 1992
Abstract :
Ischemie changes of the ECG have been detected using the Counterpropagation (CPN), neural network. The abnormalities it was trained to detect are T wave elevation, T wave depression, ST segment elevation and ST segment depression. Data for the training of the neural network and for the evaluation of the results are taken from the European ST-T Database.
Keywords :
Artificial neural networks; Cardiology; Electrocardiography; Monitoring;
Conference_Titel :
Engineering in Medicine and Biology Society, 1992 14th Annual International Conference of the IEEE
Conference_Location :
Paris, France
Print_ISBN :
0-7803-0785-2
Electronic_ISBN :
0-7803-0816-6
DOI :
10.1109/IEMBS.1992.5761094
