DocumentCode :
140646
Title :
Design an easy-to-use infection screening system for non-contact monitoring of vital-signs to prevent the spread of pandemic diseases
Author :
Guanghao Sun ; Nguyen Quang Vinh ; Matsuoka, Ayumu ; Miyata, Kenji ; Chen, Ci ; Ueda, Akitsugu ; Seokjin Kim ; Hakozaki, Yukiya ; Abe, Shigeto ; Takei, Osamu ; Matsui, Takashi
Author_Institution :
Grad. Sch. of Syst. Design, Tokyo Metropolitan Univ., Hino, Japan
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
4811
Lastpage :
4814
Abstract :
The outbreak of infectious diseases such as influenza, dengue fever, and severe acute respiratory syndrome (SARS) are threatening the global health. Especially, developing countries in the South-East Asia region have been at serious risk. Rapid and highly reliable screening of infection is urgently needed during the epidemic season at mass gathering places, such as airport quarantine facilities, public health centers, and hospital outpatients units, etc. To meet this need, our research group is currently developing a multiple vital-signs based infection screening system that can perform human medical inspections within 15 seconds. This system remotely monitors facial temperature, heart and respiration rates using a thermopile array and a 24-GHz microwave radar, respectively. In this work, we redesigned our previous system to make a higher performance with a user-friendly interface. Moreover, the system newly included a multivariable logistic regression model (MLRM) to determine the possibility of infection. We tested the system on 34 seasonal influenza patients and 35 normal control subjects at the Japan Self-Defense Forces Central Hospital. The sensitivity and specificity of the screening system using the MLRM were 85.3% and 88.6%, respectively.
Keywords :
biothermics; diseases; microwave measurement; patient diagnosis; radar; regression analysis; Japan Self Defense Forces Central Hospital; MLRM; SARS; dengue fever; facial temperature; frequency 24 GHz; heart rate; influenza; microwave radar; multiple vital signs based infection screening system; multivariable logistic regression model; noncontact vital sign monitoring; pandemic disease spread prevention; respiration rate; severe acute respiratory syndrome; thermopile array; Diseases; Heart rate; Hospitals; Influenza; Temperature measurement; Temperature sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944700
Filename :
6944700
Link To Document :
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