Title :
Pulse Photopletismography Amplitude Decrease Detector for Sleep Apnea Evaluation in Children
Author :
Gil, Eduardo ; Monasterio, Violeta ; Laguna, Pablo ; Vergara, José María
Author_Institution :
Commun. Technol. Group, Zaragoza Univ.
Abstract :
A method for automatic detection of sleep apnea using pulse photoplethysmography signal (PPG) is proposed. This method is based on a detection of decreases on PPG amplitude fluctuations. The proposed detector is composed of three stages: pre-processing, envelope detection, based on root mean square series or Hilbert transform, and decision algorithm based on an adaptive threshold. The detector has been evaluated using simulated and real signals. Sensibility and positive predictive value of the detector where 76% and 73% for real signals. A clinical study to sleep apnea diagnosis in children based on this detector has been carried out. PPG attenuation events per hour ratio E h has statistical significance (p < 0.05) to classify children as normal 13.5 plusmn 6.35 Eh (mean plusmn SD) or pathologic 21.1 plusmn 8.93 Eh
Keywords :
Hilbert transforms; bio-optics; medical signal detection; medical signal processing; paediatrics; plethysmography; sleep; Hilbert transform; automatic sleep apnea detection; children; decision algorithm; envelope detection; pulse photoplethysmography; root mean square series; signal preprocessing; Arteries; Attenuation; Biomedical monitoring; Blood pressure; Contracts; Envelope detectors; Fluctuations; Gas insulated transmission lines; Muscles; Sleep apnea;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1617039