영아 돌연사 방지를 위한 비접촉 방식의 가정용 영아 호흡 감시 시스템 개발
Development of Non-contact Home Monitoring System for Infant Respiration to Prevent SIDS
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Sudden infant death syndrome(SIDS) continues to be general cause of infant death. Also, apnea is supposed to be one of the main risk factor of SIDS. Therefore, Infant’s respiratory monitoring and real-time apnea detection is very important to prevent SIDS. In this study, we proposed a non-contact home monitoring system for infant’s respiration using Doppler radar in order to prevent SIDS. The respiration data were acquired from a commercialized baby simulator(SimbabyTM) using a Doppler radar. To evaluate a performance of the proposed system, the simulator was placed in a supine and prone position and the chest belt was used simultaneously as a reference signal. As a result, correlation coefficients between respiration rates of Doppler radar and the chest belt in each position were 0.95(p < 0.001) and 0.98(p < 0.001), respectively. The averages of difference were −0.29 ± 5.21(mean ± 1.96· standard deviation) in supine and −0.12 ± 3.05 in prone from Bland-Altman analysis. The results indicated an excellent performance in detecting apnea with a sensitivity of 100% and a positive predictive value of 100% in each posture respectively. These results demonstrated that a pro
Abstract
Sudden infant death syndrome(SIDS) continues to be general cause of infant death. Also, apnea is supposed to be one of the main risk factor of SIDS. Therefore, Infant’s respiratory monitoring and real-time apnea detection is very important to prevent SIDS. In this study, we proposed a non-contact home monitoring system for infant’s respiration using Doppler radar in order to prevent SIDS. The respiration data were acquired from a commercialized baby simulator(SimbabyTM) using a Doppler radar. To evaluate a performance of the proposed system, the simulator was placed in a supine and prone position and the chest belt was used simultaneously as a reference signal. As a result, correlation coefficients between respiration rates of Doppler radar and the chest belt in each position were 0.95(p < 0.001) and 0.98(p < 0.001), respectively. The averages of difference were −0.29 ± 5.21(mean ± 1.96· standard deviation) in supine and −0.12 ± 3.05 in prone from Bland-Altman analysis. The results indicated an excellent performance in detecting apnea with a sensitivity of 100% and a positive predictive value of 100% in each posture respectively. These results demonstrated that a pro
참고문헌 (22)
- American Academy of Pediatrics, "Apnea, sudden infant death syndrome, and home monitoring", Pediatrics, 111(4), pp.914~917 (2003)
- Mathew TJ, "Infant mortality statistics from the 2010 period linked birth", infant death data set, 2013, pp.62(8), 1~26
- Hunt CE, "Sudden infant death syndrome", Canadian Medical Association Journal, 174(13), pp.1861~1869 (2006)
- Mitchell EA, "Risk factors for sudden infant death syndrome following the prevention campaign in New Zealand : a prospective study", Pediatrics, 100(5), pp.835~840 (1997)
- Ponsonby AL, "Factors potentiating the risk of sudden infant death syndrome associated with the prone position", New England Jounal of Medicine, 329(6), pp.377~382 (1993)
- Fu LY, "Infant sleep location: associated maternal and infant characteristics with sudden infant death syndrome prevention recommendations", The Journal of pediatrics, 153(4), pp.503~508 (2008)
- Carrier, Carol Turnage, "Back to sleep: A culture change to improve practice", Newborn and Infant Nursing Reviews, 9(3), pp.163~168 (2009)
- Dwyer T, "Sudden infant death syndrome and prone sleeping position", Annals of epidemiology, 19(4), pp.245~249 (2009)
- Kitazono Y, "Proposal of System to Prevent Sudden Infant Death Syndrome Caused by Sleeping in a Prone Position", Journal of the Institute of Industrial Applications Engineers, 2(3), pp.104~107 (2014)
- 이동준, "영아 돌연사 증후군과 연관하여 아기를 재우는 방법에 대한 인식 연구", Korean Journal of Pediatrics, 49(6), pp.602~609 (2006), 대한소아과학회
- MacDonald MG, "Avery's neonatology: pathophysiology & management of the newborn" (2005), Lippincott williams & wilkins
- Corbishley P, "Breathing detection:towards a miniaturized, wearable, battery-operated monitoring system", Biomedical Engineering, IEEE Transactions on, 55(1), pp.196~204 (2008)
- Watanabe K, "REM sleep prevents sudden infant death syndrome", European journal of pediatrics, 140(4), pp.289~292 (1983)
- Linti C, "Sensory baby vest for the monitoring of infants", In Wearable and Implantable Body Sensor Networks, International Workshop on (2006), IEEE
- Tewel N, "Application of MEMS accelerometer for baby apnea monitoring under home conditions", Acta Bio-Optica et Informatica Medica. Inzynieria Biomedyczna, 16(4), pp.389~393 (2010)
- Ziganshin EG, "UWB baby monitor", In Ultrawideband and Ultrashort Impulse Signals, 5th International Conference on, pp.159~161 (2010)
- Abbas AK, "Neonatal non-contact respiratory monitoring based on real-time infrared thermography", Biomedical engineering online, 10(1), pp.1~17 (2011)
- Cao H, "A non-invasive and remote infant monitoring system using CO 2 sensors", In Sensors, 2007 IEEE, pp.989~992 (2007)
- Heneghan C, "Wireless sleep measurement", Pulse, IEEE, 5(5), pp.22~25 (2014)
- Warren JB, "Newborn respiratory disorders", Pediatrics in Review, 31(12), pp.487~ (2010)
- Obeid D, "Multitunable microwave system for touchless heartbeat detection and heart rate variability extraction", Microwave and Optical Technology Letters, 52(1), pp.192~198 (2010)
- Chazal DP, "Sleep", wake measurement using a non-contact biomotion sensor, 2011, pp.20(2), 356~366