DocumentCode :
669228
Title :
ECG and GSR measure and analysis using wearable systems: Application in anorexia nervosa adolescents
Author :
Crifaci, Giulia ; Billeci, L. ; Tartarisco, G. ; Balocchi, R. ; Pioggia, G. ; Brunori, Elena ; Maestro, Sandra ; Morales, Maria Aurora
Author_Institution :
Inst. of Clinical Physiol., Pisa, Italy
fYear :
2013
fDate :
4-6 Sept. 2013
Firstpage :
499
Lastpage :
504
Abstract :
The objective of this study was to test the feasibility of using wearable sensors and wireless technology to measure the autonomic function and stress level in the ambulatory setting. Autonomic function was studied acquiring ECG tracings by means of a wearable sensorized chest strap. Galvanic skin response (GSR) was measured as an indicator of stress level by two electrodes positioned on the palm of the non dominant hand and a wireless acquisition module in a wrist support. Data were acquired in a group of young adolescents with anorexia nervosa (AN) as compared to controls in resting conditions. From ECG the tachogram, the mean RR intervals (meanRR), the root mean square of successive differences (RMSSD) the power of low frequency (LF) and high frequency (HF) bands and the LF/HF ratio were assessed. From GSR mean, median, variance, standard deviation, area under the curve of the sampled signal and delta between maximum and minimum conductance values were computed. All AN patients showed reduced HR and increased meanRR and RMSSD. HF increase, LF decrease and LF/HF reduction were suggestive of prevalence of parasympathetic over sympathetic activity. Additionally, AN showed a decreased GSR variance, standard deviation and delta value with respect to controls. The results of this study show that wearable sensors used in this study were feasible, unobtrusive and therefore extremely suitable for young patients providing the means for future monitoring in the home setting which may be preferable in this population burdened by high cardiovascular morbidity and mortality.
Keywords :
biomedical communication; electrocardiography; least mean squares methods; medical signal processing; patient monitoring; sensors; AN patients; ECG tracings; GSR; LF-HF ratio; RMSSD; ambulatory setting; anorexia nervosa adolescents; autonomic function; cardiovascular morbidity; cardiovascular mortality; galvanic skin response; high frequency bands; home setting; low frequency bands; mean RR intervals; meanRR; nondominant hand; parasympathetic activity; root mean square of successive differences; sampled signal; standard deviation; stress level; sympathetic activity; tachogram; wearable sensorized chest strap; wearable sensors; wearable systems; wireless acquisition module; wireless technology; wrist support; young patients; Biomedical monitoring; Electrocardiography; Heart rate variability; Monitoring; Resonant frequency; Skin; eating disorders; galvanic skin response; heart rate variability; wearable sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
Conference_Location :
Trieste
Type :
conf
DOI :
10.1109/ISPA.2013.6703792
Filename :
6703792
Link To Document :
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