An accelerometer-based device for sleep apnea screening

IEEE Transactions on Information Technology in Biomedicine

Volumn 14, Issue 2, 2010, Pages 491-499

  Sánchez Morillo, Daniel ^a   Ojeda, Juan Luis Rojas ^a   Foix, Luis Felipe Crespo ^a   Jiménez, Antonio León ^b  

^a UNIVERSITY OF CÁDIZ   (Spain)

^b HOSPITAL UNIVERSITARIO PUERTA DEL MAR   (Spain)

Author keywords

Signal and image processing

Indexed keywords

ACCELEROMETER SENSOR; ACCELEROMETRY; BREATHING DISORDERS; COST-EFFECTIVE SOLUTIONS; DIGITAL SIGNALS; HEART RATE VARIABILITY; HEART RATES; POLYSOMNOGRAPHY; PORTABLE DEVICE; RESPIRATORY RATE; SIGNAL AND IMAGE PROCESSING; SLEEP APNEA; SUPINE POSITION;

ACCELEROMETERS; DIAGNOSIS; IMAGE PROCESSING; IMAGING SYSTEMS; SENSORS; SIGNAL PROCESSING;

SLEEP RESEARCH;

ACCELERATION; ADULT; AGED; ARTICLE; BODY MASS; BREATHING; ELECTROCARDIOGRAPHY; FEMALE; HEART RATE; HUMAN; INSTRUMENTATION; MALE; METHODOLOGY; MIDDLE AGED; POLYSOMNOGRAPHY; SIGNAL PROCESSING; SLEEP APNEA SYNDROME; SNORING; VIBRATION;

ACCELERATION; ADULT; AGED; BODY MASS INDEX; ELECTROCARDIOGRAPHY; FEMALE; HEART RATE; HUMANS; MALE; MIDDLE AGED; POLYSOMNOGRAPHY; RESPIRATION; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP APNEA SYNDROMES; SNORING; VIBRATION;

EID: 77949667350     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2009.2027231     Document Type: Article

References (34)

1. V. Kapur, K. P. Strohl, S. Redline, C. Iber, G. O'Connor, and J. Nieto, "Underdiagnosis of sleep apnea syndrome in U.S. communities," Sleep Breath, vol.6, no.2, pp. 49-54, Jun. 2002.
2. Y. Endeshaw, "Clinical characteristics of obstructive sleep apnea in community-dwelling older adults," J. Amer. Geriatr. Soc., vol.54, no.11, pp. 1740-1744, Nov. 2006.
3. C. J. Lettieri, A. H. Eliasson, T. Andrada, A. Khramtsov, M. Raphaelson, and D. A. Kristo, "Obstructive sleep apnea syndrome: Are we missing an at-risk population?" J. Clin. Sleep Med., vol.1, no.4, pp. 381-385, Oct. 2005.
4. J. H. Peter, T. Podszus, and V. Wichert, Sleep Related Disorders and Internal Diseases. New York: Springer-Verlag, 1987, pp. 101-107.
5. American Sleep Disorders Association Task Force, "The Chicago criteria for measurements, definitions, and severity of sleep related breathing disorders in adults," presented at the Assoc. Prof. Sleep Soc. Conf., New Orleans, LA, 1998.
6. C. Guilleminault and M. Partinen, Obstructive Sleep Apnea Syndrome, Clinical Diagnosis & Treatment. New York: Raven, 1990.
7. S.D. Ross, I. E. Allen,K. J.Harrison, M. Kvasz, J. E. Connelly, S.A. Shea, and I. A. Sheinhait, "Systematic review and meta-analysis of the literature regarding the diagnosis of sleep apnea," Sleep, vol.23, pp. 519-532, 2000.
8. W. W. Flemons, M. R. Littner, J. A. Rowley, P. Gay, W. M. Anderson, D. W. Hudgel, R. D. McEvoy, and D. I. Loube, "Home diagnosis of sleep apnea: A systematic review of the literature; an evidence review cosponsored by the American Academy of Sleep Medicine, the American College of Chest Physicians, and the American Thoracic Society," Chest, vol.124, pp. 1543-1579, 2003.
9. N.A.Collop, "Portable monitoring for diagnosing obstructive sleep apnea: Not yet ready for primetime," Chest, vol.125, pp. 809-811, 2004.
10. American Thoracic Society Documents, "Executive summary on the systematic review and practice parameters for portable monitoring in the investigation of suspected sleep apnea in adults," Amer. J. Respir. Crit. Care Med., vol.169, no.10, pp. 1160-1163, 2004.
11. R. G. Norman, M. M. Ahmed, J. A. Walsleben, and D. M. Rapoport, "Detection of respiratory events during NPSG: Nasal cannula/pressure sensor versus thermistor," Sleep, vol.20, pp. 1175-1184, 1997.
12. R. Farŕe, J. M. Montserrat, and D. Navajas, "Noninvasive monitoring of respiratory mechanics during sleep," Eur. Respir. J., vol.24, no.6, pp. 1052-1060, Dec. 2004.
13. S. S. Grover and S. D. Pittman, "Automated detection of sleep disordered breathing using a nasal pressure monitoring device," Sleep Breath, vol.12, no.4, pp. 339-345, Mar. 2008.
14. N. Butkov and T. L. Lee-Chiong, "Chapter 13," in Fundamentals of Sleep Technology. Philadelphia, PA: Lippincott Williams & Wilkins, 2007, p. 111.
15. P. S. Girao, P. Sinha, A. Anand, and G. Postolache, "Health status monitor based on embedded photoplethysmography and smart phone," in Proc. Med. Meas. Appl., 2008, pp. 39-43.
16. M. S. Seyal, "The virtual cardiac patient: A multimedia guide to heart sounds and murmurs," JAMA, vol.297, no.2, pp. 217-218, 2007.
17. V. Fuster and R. A. O'Rourke, Hurst's the Heart, 12th ed. New York: McGraw-Hill, 2007.
18. R. Jańe, J. Soĺa-Soler, J. A Fiz, and J. Morera, "Automatic detection of snoring signals: Validation with simple snorers and OSAS patients," in Proc. 22nd Annu. Int. Conf. IEEE EMBS, Chicago, IL, 2000, vol.4, pp. 3129-3131.
19. J. Han, H. B. Shin, D. U. Jeong, and K. S. Park, "Detection of apneic events from single channel nasal airflow using 2nd derivative method," Comput. Methods Programs Biomed., vol.91, no.3, pp. 199-207, Sep. 2008.
20. B. Raymond, R. M. Cayton, R. A. Bates, and M. J. Chappell, "Screening for obstructive sleep apnea based on the electrocardiogram-the computers in cardiology challenge," Comput. Cardiol., vol.27, pp. 267-270, 2000.
21. J. E. Mietus, C. K. Peng, P. Ch. Ivanov, and A. L. Goldberger, "Detection of obstructive sleep apnea from cardiac interbeatinterval time series," Comput. Cardiol., vol.27, pp. 753-756, 2000.
22. U. R. Abeyratne, A. S.Wakwella, and C. Hukins, "Pitch jump probability measures for the analysis of snoring sounds in apnea," Physiol. Meas., vol.26, no.5, pp. 779-798, Oct. 2005.
23. D. B. Rend́on, J. L Ojeda, L. F. Foix, D. S. Morillo, and M. A. Ferńandez, "Mapping the human body for vibrations using an accelerometer," in Proc. IEEE Eng. Med. Biol. Soc. Conf. 2007, pp. 1671-1674.
24. Pulse System, Hardware, Software & Technical Description. Nærum, Denmark: Bruel & Kjaer, 2000.
25. J. Pan andW. J. Tompkins, "A real time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol.BME-32, no.3, pp. 230-236, Mar. 1985.
26. D. Sapoznikov, M. H. Luria, Y. Mahler, and M. S. Gotsman, "Methods of arrhythmia removal in heart rate variability analysis," in Proc. 13th Annu. Int. Conf. IEEE-EMBS, 1991, vol.13, pp. 668-669.
27. M. P. Tarvainen, P.O. Ranta-Aho, and P.A.Karjalainen, "An advanced detrending method with application to HRV analysis," IEEE Trans. Biomed. Eng., vol.49, no.2, pp. 172-175, Feb. 2001.
28. Task Force of The European Society of Cardiology and The North American Society of Pacing and Electrophysiology, "Heart rate variability: Standards of measurement, physiological interpretation, and clinical use," Eur. Heart J., vol.17, pp. 354-381, 1996.
29. J. M. Bland and D. G. Altman, "Measuring agreement in method comparison studies," Statist. Methods Med. Res., vol.8, pp. 135-160, 1999.
30. J. Sola-Soler, R. Jane, J. A. Fiz, and J. Morera, "Towards automatic pitch detection in snoring signals," in Proc. 22nd Annu. Int. Conf. IEEE-EMBS, 2000, vol.4, pp. 2974-2976.
31. Y. Wang, T. Teschler, G. Weinreich, S. Hess, T. E. Wessendorf, and H. Teschler, "Validation of microMESAM as screening device for sleep disordered breathing," Pneumologie, vol.57, pp. 734-740, 2003.
32. T. Shochat, N. Hadas, M. Kerkhofs, A. Herchuelz, T. Penzel, J. H. Meter, and P. Lavie, "The Sleep-StripTM: An apnoea screener for the early detection of sleep apnoea syndrome," Eur. Respir. J, vol.19, pp. 121-126, 2002.
33. J. Mar, J. R. Rueda, J. Duŕan-Cantolla, C. Schechter, and J. Chilcott, "The cost-effectiveness of nasal continuous positive airways pressure treatment in patients with severe obstructive sleep apnoea," Eur. Respir. J., vol.21, pp. 515-522, 2003.
34. J. Duŕan, S. Esnaola, R. Rubio, and J. Betolaza, "Polisomnograf́ia y/o poligraf́ia cardiorespiratoria (MESAM IV): Ańalisis de costes," Arch. Bronconeumol., vol.31, pp. 1-14, 1995.