PMID- 25571068 OWN - NLM STAT- MEDLINE DCOM- 20151019 LR - 20200928 IS - 2694-0604 (Electronic) IS - 2375-7477 (Linking) VI - 2014 DP - 2014 TI - Design an easy-to-use infection screening system for non-contact monitoring of vital-signs to prevent the spread of pandemic diseases. PG - 4811-4 LID - 10.1109/EMBC.2014.6944700 [doi] AB - 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. FAU - Sun, Guanghao AU - Sun G FAU - Vinh, Nguyen Quang AU - Vinh NQ FAU - Matsuoka, Ayumu AU - Matsuoka A FAU - Miyata, Keisuke AU - Miyata K FAU - Chen, Chris AU - Chen C FAU - Ueda, Akiko AU - Ueda A FAU - Kim, Seokjin AU - Kim S FAU - Hakozaki, Yukiya AU - Hakozaki Y FAU - Abe, Shigeto AU - Abe S FAU - Takei, Osamu AU - Takei O FAU - Matsui, Takemi AU - Matsui T LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - United States TA - Annu Int Conf IEEE Eng Med Biol Soc JT - Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference JID - 101763872 SB - IM MH - Adult MH - *Epidemiological Monitoring MH - Female MH - Humans MH - Influenza, Human/*diagnosis/*epidemiology/transmission MH - Japan MH - Male MH - Mass Screening/*methods MH - Middle Aged MH - Pandemics/*prevention & control MH - Public Health MH - *Vital Signs MH - Young Adult EDAT- 2015/01/09 06:00 MHDA- 2015/10/20 06:00 CRDT- 2015/01/09 06:00 PHST- 2015/01/09 06:00 [entrez] PHST- 2015/01/09 06:00 [pubmed] PHST- 2015/10/20 06:00 [medline] AID - 10.1109/EMBC.2014.6944700 [doi] PST - ppublish SO - Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:4811-4. doi: 10.1109/EMBC.2014.6944700.