Prediction of sleep apnea episodes from a wireless wearable multisensor suite

IEEE EMBS Special Topic Conference on Point-of-Care (POC) Healthcare Technologies: Synergy Towards Better Global Healthcare, PHT 2013

Volumn , Issue , 2013, Pages 152-155

  Le, Trung Q ^a   Cheng, Changqing ^a   Sangasoongsong, Akkarapol ^a   Bukkapatnam, Satish T S ^a  

^a OKLAHOMA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURATE PREDICTION; CARDIORESPIRATORY SIGNALS; CONTINUOUS POSITIVE AIRWAY PRESSURES; DIRICHLET PROCESS; EXTENSIVE TESTING; GAUSSIAN MIXTURES; MULTI SENSOR; MULTISENSORY; OBSTRUCTIVE SLEEP APNEA; OFFLINE; PHYSIONET; SLEEP APNEA; SLEEP DISORDERS;

FORECASTING; SLEEP RESEARCH;

PATIENT TREATMENT;

EID: 84874572533     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PHT.2013.6461307     Document Type: Conference Paper

References (19)

1. T. Young, et al., "The Occurrence of Sleep-Disordered Breathing among Middle-Aged Adults," New England Journal of Medicine, vol. 328, 1230-1235, 1993. (Pubitemid 23115702)
2. P. Lavie, et al., "All-Cause Mortality in Males with Sleep Apnoea Syndrome: Declining Mortality Rates with Age," European Respiratory Journal, vol. 25, 514-520, 2005. (Pubitemid 40331183)
3. L. S. Doherty, et al., "Long-Term Effects of Nasal Continuous Positive Airway Pressure Therapy on Cardiovascular Outcomes in Sleep Apnea Syndrome," CHEST Journal, vol. 127, 2076-2084, 2005.
4. J. M. Marin, et al., "Long-Term Cardiovascular Outcomes in Men with Obstructive Sleep Apnoea-Hypopnoea with or without Treatment with Continuous Positive Airway Pressure: An Observational Study,"The Lancet, vol. 365, 1046-1053, 2005.
5. T. E. Weaver and R. R. Grunstein, "Adherence to Continuous Positive Airway Pressure Therapy," Proceedings of the American Thoracic Society, vol. 5, 173-178, 2008.
6. L. Hood, et al., "Systems Biology and New Technologies Enable Predictive and Preventative Medicine.," Science, vol. 306, 640-643, Oct 22 2004. (Pubitemid 39440903)
7. Q. Tian, et al., "Systems Cancer Medicine: Towards Realization of Predictive, Preventive, Personalized, and Participatory (P4) Medicine," Journal of Internal Medicine, vol. 271, 111-121, 2012.
8. R. Snyderman and Z. Yoediono, "Prospective Care: A Personalized, Preventative Approach to Medicine.," Pharmacogenomics, vol. 7, 5-9, Feb 2006.
9. J. E. Stahmann, et al., "Prediction of Disordered Breathing," United States Patent US 7938782 B2, 2011.
10. T. Penzel, et al., "Systematic Comparison of Different Algorithms for Apnoea Detection Based on Electrocardiogram Recordings," Medical and Biological Engineering and Computing, vol. 40, 402-407, 2002. (Pubitemid 34982531)
11. M. O. Mendez, et al., "Automatic Screening of Obstructive Sleep Apnea from the Ecg Based on Empirical Mode Decomposition and Wavelet Analysis," Physiol. Meas., vol. 31, 273-289, 2010.
12. O. Fontenla-Romero, et al., "A New Method for Sleep Apnea Classification Using Wavelets and Feedforward Neural Networks,"Artif. Intell. Med., vol. 34, 65-76, May 2005. (Pubitemid 40693352)
13. P. Dagum and A. Galper, "Time Series Prediction Using Belief Network Models," International Journal of Human-Computer Studies, vol. 42, 617-632, 1995.
14. J. Bock and D. A. Gough, "Toward Prediction of Physiological State Signals in Sleep Apnea," IEEE Transactions on Biomedical Engineering, vol. 45, 1332-1341, 1998. (Pubitemid 28485678)
15. E. D. Weitzman, et al., "Quantitative Analysis of Sleep and Sleep Apnea before and after Tracheostomy in Patients with the Hypersomnia-Sleep Apnea Syndrome," Sleep, vol. 3, 407-423, 1980.
16. S. Bukkatpatnam, et al., "Healthsmart Garment Design: A Method for Integrating Multiple Wireless Mems Sensors into a Smart Garment,"2011.
17. W. R. Gilks and P. Wild, "Adaptive Rejection Sampling for Gibbs Sampling," Journal of the Royal Statistical Society. Series C (Applied Statistics), vol. 41, 337-348, 1992.
18. A. M. Fraser and H. L. Swinney, "Independent Coordinates for Strange Attractors from Mutual Information," Physical Review A, vol. 33, 1134-1140, 1986.
19. M. B. Kennel, et al., "Determining Embedding Dimension for Phase-Space Reconstruction Using a Geometrical Construction," Physical Review A, vol. 45, 3403-3411, 1992.