Title :
Detection of ectopic heart beats using ECG and blood pressure signals
Author :
Palaniappan, Ramaswamy ; Krishnan, Shankrrr M.
Author_Institution :
Biomed. Eng. Res. Centre, Nanyang Technol. Univ., Singapore
Keywords :
backpropagation; cardiovascular system; electrocardiography; feature extraction; medical information systems; medical signal detection; multilayer perceptrons; ECG signal Lead-I; MLP-BP; Massachusetts General Hospital-Marquette Foundation database; QRS; arrhythmias; blood pressure signal; diastolic arterial blood pressure value; ectopic heartbeat detection; feature extraction; multilayer perceptron-backpropagation; neural network training; premature supraventricular; systolic values; ventricular contraction; Biomedical monitoring; Blood pressure; Data mining; Electrocardiography; Feature extraction; Heart beat; Heart rate variability; Multilayer perceptrons; Neural networks; Spatial databases;
Conference_Titel :
Signal Processing and Communications, 2004. SPCOM '04. 2004 International Conference on
Print_ISBN :
0-7803-8674-4
DOI :
10.1109/SPCOM.2004.1458525