DocumentCode
996211
Title
An adaptive detector of genioglossus EMG reflex using Berkner transform for time latency measurement in OSA pathophysiological studies
Author
Guméry, Pierre Yves ; Roux-Buisson, Hervé ; Meignen, Sylvain ; Comyn, François Louis ; Dematteis, Maurice ; Wuyam, Bernard ; Pépin, Jean Louis ; Lévy, Patrick
Author_Institution
Lab. Techniques de l´´Imagerie, Joseph Fourier Univ., Grenoble, France
Volume
52
Issue
8
fYear
2005
Firstpage
1382
Lastpage
1389
Abstract
To investigate obstructive sleep apnea syndrome mechanisms, we developed a device to measure the surface electromyogram (EMG) time latency reflex of the genioglossus muscle stimulated by time and amplitude calibrated negative pharyngeal pressure drops. The reflex signals were found to be disturbed by transient signals that generate false alarms. Thus, to reduce false alarm occurrences we designed an adaptive multiscale method. Continuous wavelet transform (CWT) is widely used in biomedical signal event detection processes. The Berkner transform is an approximation of a CWT that is based on a hierarchical scheme similar to discrete wavelet transform. We used the Berkner transform to build a multiscale detector because it offers the possibility of maxima coefficients linkage that leads to good accuracy in reflex onset localization. As a contribution to this novel approach we used a reconstruction formula to develop an adaptive method for scale range determination in our surface EMG reflex detector. Finally, we characterized our detector in terms of accuracy and robustness, first on synthesized signals and second, on signals acquired on apneic patients and healthy subjects. Preliminary results showed a significant difference (p<0.01) between the two populations regarding the genioglossus muscle mean latency time. These physiological findings may partly explain why the upper airway protective reflex occurring when a negative pressure is applied to the upper airway is ineffective in OSA patients, leading to pharyngeal collapse.
Keywords
approximation theory; biomedical equipment; discrete wavelet transforms; diseases; electric sensing devices; electromyography; medical signal detection; medical signal processing; signal reconstruction; sleep; Berkner transform; adaptive detector; biomedical signal event detection; continuous wavelet transform; discrete wavelet transform; genioglossus muscle reflex; obstructive sleep apnea pathophysiology; pharyngeal pressure drops; reflex onset localization; signal reconstruction; surface electromyogram; time latency; Biomedical measurements; Continuous wavelet transforms; Delay; Detectors; Discrete wavelet transforms; Electromyography; Muscles; Pressure measurement; Sleep apnea; Time measurement; Continuous wavelet transform (CWT); sleep apnea syndrome; surface electromyography; Algorithms; Diagnosis, Computer-Assisted; Electromyography; Humans; Male; Middle Aged; Pharyngeal Muscles; Reaction Time; Reflex; Reproducibility of Results; Sensitivity and Specificity; Sleep Apnea Syndromes;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2005.851518
Filename
1463326
Link To Document