Simulated central apnea detection using the pressure variance

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 3917-3920

  Townsend, Daphne I ^a   Holtzman, Megan ^a   Goubran, Rafik ^a,b   Frize, Monique ^a,c   Knoefel, Frank ^a  

^a CARLETON UNIVERSITY   (Canada)

^b BRUYÈRE RESEARCH INSTITUTE   (Canada)

^c UNIVERSITY OF OTTAWA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION;

BREATHING SIGNALS; CENTRAL APNEAS; CLASSIFICATION RESULTS; CORRELATION COEFFICIENT; FALSE POSITIVE; FALSE POSITIVE RATES; SINGLE SENSOR; VARIANCE CALCULATIONS;

BIOMEDICAL SIGNAL PROCESSING;

EID: 77951002523     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5333551     Document Type: Conference Paper

References (18)

1. P. Bartolomeu, J. Fonseca and F. Vasques, "Challenges in health smart homes," in Pervasive Computing Technologies for Healthcare, 2008. PervasiveHealth 2008. Second International Conference on, 2008, pp. 19-22.
2. E. L. Hill, R. G. Cumming, R. Lewis, S. Carrington and D. G. L. Couteur, "Sleep Disturbances and Falls in Older People," J. Gerontol. A Biol. Sci. Med. Sci., vol.62, pp. 62-66, 2007.
3. N. Wolkove, O. Elkholy, M. Baltzan and M. Palayew, "Sleep and aging: 1. Sleep disorders commonly found in older people," CMAJ, vol.176, pp. 1299-1304, Apr. 2007.
4. American Association of Sleep Medicine, "Obstructive Sleep Apnea," 2008.
5. F. Giganti, G. Ficca, S. Gori and P. Salzarulo, "Body movements during night sleep and their relationship with sleep stages are further modified in very old subjects," Brain Res. Bull., vol.75, pp. 66-69, Jan. 2008.
6. K. E. Bloch, "Polysomnography: a systematic review," Technol. Health Care, vol.5, pp. 285-305, Oct. 1997.
7. A. H. Khandoker, J. Gubbi and M. Palaniswami, "Recognizing central and obstructive sleep apnea events from normal breathing events in ECG recordings," Computers in Cardiology, 2008, pp. 681-684, 2008.
8. J. Parkka et al., "Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program," Information Technology in Biomedicine, IEEE Transactions on, vol.13, pp. 141-151, 2009.
9. E. J. W. van Someren, "Actigraphic monitoring of movement and rest-activity rhythms in aging, Alzheimer's disease and Parkinson's disease," Engineering in Medicine and Biology Society. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE, vol.1, pp. 69-70 vol.1, 1996.
10. J. Pagani, et al, "Detection of central and obstructive sleep apnea in children using pulse transit time," Computers in Cardiology, 2002, pp. 529-532, 2002.
11. Fu-Chung Yen, K. et al., "A noninvasive technique for detecting obstructive and central sleep apnea," Biomedical Engineering, IEEE Transactions on, vol.44, pp. 1262-1268, 1997.
12. I. Sato and M. Nakajima, "Non-contact breath motion monitor ing system in full automation," in Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the, 2005, pp. 3448-3451.
13. R. Murthy, I. Pavlidis and P. Tsiamyrtzis, "Touchless monitoring of breathing function," in Engineering in Medicine and Biology Society, 2004. EMBC 2004. Conference Proceedings. 26th Annual International Conference of the, 2004, pp. 1196-1199.
14. R. Steele, C. Secombe and W. Brookes, "Using Wireless Sensor Networks for Aged Care: The Patient's Perspective," Pervasive Health Conference and Workshops, 2006, pp. 1-10, 2006.
15. T. Harada, T. Sato and T. Mori, "Estimation of bed-ridden human's gross and slight movement based on pressure sensors distribution bed," Robotics and Automation, 2002. Proceedings. ICRA '02. IEEE International Conference on, vol.4, pp. 3795-3800 vol.4, 2002.
16. M. V. D. Loos, N. Ullrich and H. Kobayashi, "Development of Sensate and Robotic Bed Technologies for Vital Signs Monitoring and Sleep Quality Improvement," Auton.Robots, vol.15, pp. 67-79, 2003.
17. K. Watanabe et al., "Noninvasive measurement of heartbeat, respiration, snoring and body movements of a subject in bed via a pneumatic method," IEEE Trans. Biomed. Eng., vol.52, pp. 2100-2107, Dec. 2005.
18. M. H. Jones, R. Goubran and F. Knoefel, "Identifying movement onset times for a bed-based pressure sensor array," in 2006 IEEE International Workshop on Medical Measurement and Applications, 2006, pp. 111-114.