Acoustical screening for obstructive sleep apnea during wakefulness

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

Volumn , Issue , 2010, Pages 3662-3665

  Montazeri, Aman ^a   Moussavi, Zahra ^a  

^a UNIVERSITY OF MANITOBA   (Canada)

Author keywords

Diagnosis; Minimum distance classifier; Obstructive sleep apnea; Power spectrum; Short time Fourier transform; Variance analysis; Wakefulness

Indexed keywords

MINIMUM DISTANCE CLASSIFIERS; OBSTRUCTIVE SLEEP APNEA; SHORT TIME FOURIER TRANSFORMS; VARIANCE ANALYSIS; WAKEFULNESS;

CLASSIFIERS; DIAGNOSIS; DISCRIMINANT ANALYSIS; FOURIER TRANSFORMS; INTERFERENCE SUPPRESSION; POWER SPECTRUM; SPECTRUM ANALYSIS;

SLEEP RESEARCH;

ABNORMAL RESPIRATORY SOUND; ALGORITHM; ARTICLE; AUSCULTATION; CHRONIC OBSTRUCTIVE LUNG DISEASE; COMPUTER ASSISTED DIAGNOSIS; EVALUATION STUDY; FEMALE; HUMAN; MALE; MASS SCREENING; METHODOLOGY; MIDDLE AGED; PATHOPHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SOUND DETECTION;

ALGORITHMS; AUSCULTATION; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MALE; MASS SCREENING; MIDDLE AGED; PULMONARY DISEASE, CHRONIC OBSTRUCTIVE; REPRODUCIBILITY OF RESULTS; RESPIRATORY SOUNDS; SENSITIVITY AND SPECIFICITY; SOUND SPECTROGRAPHY;

EID: 78650819403     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2010.5627653     Document Type: Conference Paper

References (18)

1. J. Lucas, J. Golish, G. Sleeper, J. A. O'Ryan, Home Respiratory Care, Englewood Cliffs, NJ: Prentice Hall, ch. 6, pp. 132-136, 1988.
2. R. Kashyap, L. M. Hock, T. J. Bowman, "Higher prevalence of smoking in patients diagnosed as having obstructive sleep apnea," Sleep Breath vol. 5, pp. 167-172, 2001.
3. G. J. Gibson, "Obstructive sleep apnea syndrome: underestimated and undertreated," Br Med Bull, vol. 72, no. 1, pp. 49-65, 2004.
4. R. S. Leung, T.D. Bradley "Sleep apnea and cardiovascular disease," Am J Respir Crit Care Med, vol. 164, pp. 2147-2165, 2001.
5. M. Partinen, A. Jamieson, C. Guilleminault, "Long-term outcome for obstructive sleep apnea syndrome patients mortality," Chest, vol. 94, pp. 1200-4, 1988.
6. A. S. Gami, D. E. Howard, E. J. Olson, V. K. Somers, "Day night pattern of sudden death in obstructive sleep apnea," J Med, vol. 352, no. 12, pp. 1206-14, 2005.
7. M. W. Johns, "Daytime sleepiness, snoring, and obstructive sleep apnea: the Epworth sleepiness scale," Chest, vol. 103, pp. 3036, 1993.
8. A. L. Chesson, R. A. Ferber, J. M. Fry, M. GriggDamberger, K. M.Hartse, T. D. Hurwitz, S. Johnson, M. Littner, G. A. Kader, G. Rosen, R. B. Sangel, W. Schmidt-Nowara, A. Sher, "Practice parameters for the indications for polysomnography and related procedures," Sleep, vol. 20, pp. 406422, 1997.
9. F.C. Yen, K. Behbahani and J. Axe, "Noninvasive technique for detecting obstructive and central sleep apnea," IEEE Transaction on Biomedical Engineering, vol. 44, no. 12, pp. 1262-1268, 1997.
10. P. Varady, T. Micsik, S. Benedek, Z. Benyo, "A novel method for the detection of apnea and hypopnea events in respiration signals," IEEE Transaction on Biomedical Engineering, vol. 49, no. 9, pp. 936-942, 2002.
11. M.C. Canosa, E.H. Pereira, V.M. Bonillo, "Intelligent diagnosis of sleep apnea syndrome," IEEE Engineering in Medicine and Biology Magazine, pp. 972-81, March 2004.
12. C. Weissman, J. Ashkanazi, J. Milic-Emili, J. Kinney, "Effect of respiratory apparatus on respiration," J. Appl. Physiol., vol. 57, pp. 457-80, 1984.
13. Z. Moussavi, M. Leopando, H. Pasterkamp G. Rempel, "Computerized acoustical respiratory phase detection without airflow measurement," IEE J. Med. & Biolog Eng. & comp., vol. 38, no. 2, pp. 198-203, 2000.
14. A. Yadollahi and Z. Moussavi, "Acoustic Obstructive sleep apnea detection," IEEE Engineering in Medicine and Biology (EMBS), pp. 7110-7113, September 2009.
15. H. Pasterkamp, H. J. Schafer, G. R. Wodicka, "Posture-dependent change of tracheal sounds at standardized flows in patients with obstructive sleep apnea," Chest, vol. 110, p. 1493-98, 1996.
16. S. Huq, A. Yadollahi, and Z. Moussavi, "Breath analysis of respiratory flow using tracheal sounds," IEEE Symposium on Signal Processing and Information Technology (ISSPIT), pp. 414-418, 2007.
17. R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, John Wiley & Sons, 2001.
18. S. A. S. Kurukhavechiogulu, H. Firat, "Evaluations of upper airway in obstructive sleep apnea-hypopnea syndrome and habitual snorers," Bratisle Lek Listy, vol. 110(8), pp. 486-489, 2009.