Title :
Validation of an ECG-derived respiration monitoring method
Author :
Lamberti, Claudio ; de Bie, J.
Abstract :
The method proposed here includes automatic optimal lead(s) selection from multiple lead systems, calculates the EDR-values from QRS-area variations and obtains a respiratory waveform through interpolation. The respiratory frequency and the presence of apnea were calculated in the time-domain, identifying the respiratory cycles on the waveform through a min-max detection method. Validation of the method has been performed using eleven patients affected mostly by obstructive respiration disorder in a sleep laboratory; gold standard respiration data was taken from oral/nasal flow, EDR was calculated using 12-lead ECG synchronized with the sleep data. Summarized results for the automatic process are: respiration cycle detection sensitivity/specificity was 98%/90% respectively. Apnea detection sensitivity/specificity was 87%/85%, respectively.
Keywords :
electrocardiography; medical signal processing; patient monitoring; pneumodynamics; time-domain analysis; ECG-derived respiration monitoring method; QRS-area variations; apnea detection; automatic optimal lead selection; interpolation; min-max detection method; multiple lead systems; oral/nasal flow; respiration cycle detection; respiratory waveform; sleep laboratory; time-domain analysis; Electrocardiography; Frequency; Gold; Heart rate; Heart rate variability; Impedance measurement; Monitoring; Signal analysis; Sleep; Time domain analysis;
Conference_Titel :
Computers in Cardiology, 2003
Print_ISBN :
0-7803-8170-X
DOI :
10.1109/CIC.2003.1291230