Title :
A Passive and Portable System for Monitoring Heart Rate and Detecting Sleep Apnea and Arousals: Preliminary Validation
Author :
Mack, David C. ; Alwan, Majd ; Turner, Beverely ; Suratt, Paul ; Felder, Robin A.
Author_Institution :
Med. Autom. Res. Center, Virginia Univ., Charlottesville, VA
Abstract :
The National Institutes of Health (NIH) Sleep Disorders Research Plan expresses a need for methods that can non-invasively monitor sleep characteristics. Forty subjects were tested using a novel, passive ballistocardiography-based system during an overnight study. We examined our system´s ability to measure heart rate as compared to EKG while we also investigated our system´s apnea and arousal detection capabilities as compared to conventional polysomnography. We found a strong correlation (r=0.972, p<0.0001) in average heart rate computed over 480 thirty-second epochs when our method was compared to EKG. Additionally, we achieved a sensitivity of 89.2% and specificity of 94.6% in the automated detection of apneas. Similarly we attained a sensitivity of 77.3% and a specificity of 96.2% in the detection of arousals. These preliminary results demonstrate the effectiveness of our portable ballistocardiography-based system as compared to polysomnography and show promise that high quality sleep assessment can be performed in a home environment
Keywords :
biomedical measurement; diseases; electrocardiography; medical computing; neurophysiology; patient monitoring; sleep; telemedicine; EKG data acquisition; National Institutes of Health; heart rate measurement; heart rate monitoring; in-home health monitoring; portable passive ballistocardiography; sleep apnea detection; sleep arousal detection; sleep assessment; sleep disorders; sleep monitoring; telemedicine; Automation; Biomedical monitoring; Costs; Heart rate; Heart rate detection; Heart rate measurement; Pulse measurements; Sleep apnea; System testing; Telemedicine;
Conference_Titel :
Distributed Diagnosis and Home Healthcare, 2006. D2H2. 1st Transdisciplinary Conference on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0058-9
DOI :
10.1109/DDHH.2006.1624795