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Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases
BACKGROUND: Infrared thermography (IRT) is used to screen febrile passengers at international airports, but it suffers from low sensitivity. This study explored the application of a combined visible and thermal image processing approach that uses a CMOS camera equipped with IRT to remotely sense mul...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7110473/ https://www.ncbi.nlm.nih.gov/pubmed/28093314 http://dx.doi.org/10.1016/j.ijid.2017.01.007 |
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author | Sun, Guanghao Nakayama, Yosuke Dagdanpurev, Sumiyakhand Abe, Shigeto Nishimura, Hidekazu Kirimoto, Tetsuo Matsui, Takemi |
author_facet | Sun, Guanghao Nakayama, Yosuke Dagdanpurev, Sumiyakhand Abe, Shigeto Nishimura, Hidekazu Kirimoto, Tetsuo Matsui, Takemi |
author_sort | Sun, Guanghao |
collection | PubMed |
description | BACKGROUND: Infrared thermography (IRT) is used to screen febrile passengers at international airports, but it suffers from low sensitivity. This study explored the application of a combined visible and thermal image processing approach that uses a CMOS camera equipped with IRT to remotely sense multiple vital signs and screen patients with suspected infectious diseases. METHODS: An IRT system that produced visible and thermal images was used for image acquisition. The subjects’ respiration rates were measured by monitoring temperature changes around the nasal areas on thermal images; facial skin temperatures were measured simultaneously. Facial blood circulation causes tiny color changes in visible facial images that enable the determination of the heart rate. A logistic regression discriminant function predicted the likelihood of infection within 10 s, based on the measured vital signs. Sixteen patients with an influenza-like illness and 22 control subjects participated in a clinical test at a clinic in Fukushima, Japan. RESULTS: The vital-sign-based IRT screening system had a sensitivity of 87.5% and a negative predictive value of 91.7%; these values are higher than those of conventional fever-based screening approaches. CONCLUSIONS: Multiple vital-sign-based screening efficiently detected patients with suspected infectious diseases. It offers a promising alternative to conventional fever-based screening. |
format | Online Article Text |
id | pubmed-7110473 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. |
record_format | MEDLINE/PubMed |
spelling | pubmed-71104732020-04-02 Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases Sun, Guanghao Nakayama, Yosuke Dagdanpurev, Sumiyakhand Abe, Shigeto Nishimura, Hidekazu Kirimoto, Tetsuo Matsui, Takemi Int J Infect Dis Article BACKGROUND: Infrared thermography (IRT) is used to screen febrile passengers at international airports, but it suffers from low sensitivity. This study explored the application of a combined visible and thermal image processing approach that uses a CMOS camera equipped with IRT to remotely sense multiple vital signs and screen patients with suspected infectious diseases. METHODS: An IRT system that produced visible and thermal images was used for image acquisition. The subjects’ respiration rates were measured by monitoring temperature changes around the nasal areas on thermal images; facial skin temperatures were measured simultaneously. Facial blood circulation causes tiny color changes in visible facial images that enable the determination of the heart rate. A logistic regression discriminant function predicted the likelihood of infection within 10 s, based on the measured vital signs. Sixteen patients with an influenza-like illness and 22 control subjects participated in a clinical test at a clinic in Fukushima, Japan. RESULTS: The vital-sign-based IRT screening system had a sensitivity of 87.5% and a negative predictive value of 91.7%; these values are higher than those of conventional fever-based screening approaches. CONCLUSIONS: Multiple vital-sign-based screening efficiently detected patients with suspected infectious diseases. It offers a promising alternative to conventional fever-based screening. The Author(s). Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. 2017-02 2017-01-16 /pmc/articles/PMC7110473/ /pubmed/28093314 http://dx.doi.org/10.1016/j.ijid.2017.01.007 Text en © 2017 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Sun, Guanghao Nakayama, Yosuke Dagdanpurev, Sumiyakhand Abe, Shigeto Nishimura, Hidekazu Kirimoto, Tetsuo Matsui, Takemi Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
title | Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
title_full | Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
title_fullStr | Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
title_full_unstemmed | Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
title_short | Remote sensing of multiple vital signs using a CMOS camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
title_sort | remote sensing of multiple vital signs using a cmos camera-equipped infrared thermography system and its clinical application in rapidly screening patients with suspected infectious diseases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7110473/ https://www.ncbi.nlm.nih.gov/pubmed/28093314 http://dx.doi.org/10.1016/j.ijid.2017.01.007 |
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