DocumentCode :
2381622
Title :
SleepMinder: An innovative contact-free device for the estimation of the apnoea-hypopnoea index
Author :
Zaffaroni, Alberto ; De Chazal, Philip ; Heneghan, Conor ; Boyle, Patricia ; Mppm, P.R. ; McNicholas, Walter T.
Author_Institution :
Biancamed Ltd., Univ. Coll. Dublin, Dublin, Ireland
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
7091
Lastpage :
9094
Abstract :
We describe an innovative sensor technology (SleepMindertrade) for contact-less and convenient measurement of sleep and breathing in the home. The system is based on a novel non-contact biomotion sensor and proprietary automated analysis software. The biomotion sensor uses an ultra low-power radio-frequency transceiver to sense the movement and respiration of a subject. Proprietary software performs a variety of signal analysis tasks including respiration analysis, sleep quality measurement and sleep apnea assessment. This paper measures the performance of SleepMinder as a device for the monitoring of sleep-disordered breathing (SDB) and the provision of an estimate of the apnoea-hypopnoea index (AHI). The SleepMinder was tested against expert manually scored PSG data of patients gathered in an accredited sleep laboratory. The comparison of SleepMinder to this gold standard was performed across overnight recordings of 129 subjects with suspected SDB. The dataset had a wide demographic profile with the age ranging between 20 and 81 years. Body weight included subjects with normal weight through to the very obese (Body Mass Index: 21-44 kg/m2). SDB severity ranged from subjects free of SDB to those with severe SDB (AHI: 0.8-96 events/hours). SleepMinder´s AHI estimation has a correlation of 91% and can detect clinically significant SDB (AHI>15) with a sensitivity of 89% and a specificity of 92%.
Keywords :
biomedical communication; biomedical equipment; biomedical measurement; medical disorders; pneumodynamics; sleep; transceivers; SleepMinder; apnoea-hypopnoea index; body mass index; contact-free device; low-power radiofrequency transceiver; noncontact biomotion sensor; proprietary automated analysis software; respiration analysis; sleep apnea assessment; sleep quality measurement; sleep-disordered breathing; Actigraphy; Algorithms; Biomedical Engineering; Equipment Design; Humans; Polysomnography; Radio Waves; Sleep Apnea Syndromes; Telemetry;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5332909
Filename :
5332909
Link To Document :
بازگشت