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. (February 2017)
- Record Type:
- Journal Article
- 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. (February 2017)
- Main 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
- Authors:
- Sun, Guanghao
Nakayama, Yosuke
Dagdanpurev, Sumiyakhand
Abe, Shigeto
Nishimura, Hidekazu
Kirimoto, Tetsuo
Matsui, Takemi - Abstract:
- Highlights: Remotely monitoring multiple vital signs is proposed for rapid infection screening. Vital-sign-based infrared thermography is more sensitive than conventional systems. The proposed method will provide an alternative to conventional screening. Summary: 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 screeningHighlights: Remotely monitoring multiple vital signs is proposed for rapid infection screening. Vital-sign-based infrared thermography is more sensitive than conventional systems. The proposed method will provide an alternative to conventional screening. Summary: 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. … (more)
- Is Part Of:
- International journal of infectious diseases. Volume 55(2017:Feb.)
- Journal:
- International journal of infectious diseases
- Issue:
- Volume 55(2017:Feb.)
- Issue Display:
- Volume 55 (2017)
- Year:
- 2017
- Volume:
- 55
- Issue Sort Value:
- 2017-0055-0000-0000
- Page Start:
- 113
- Page End:
- 117
- Publication Date:
- 2017-02
- Subjects:
- Fever screening -- Thermography -- Infection control -- Vital signs -- Mass screening
Communicable diseases -- Periodicals
Communicable Diseases -- Periodicals
Communicable diseases
Periodicals
Electronic journals
616.9 - Journal URLs:
- http://bibpurl.oclc.org/web/73769 ↗
http://www.journals.elsevier.com/international-journal-of-infectious-diseases/ ↗
http://www.sciencedirect.com/science/journal/12019712 ↗
http://www.clinicalkey.com/dura/browse/journalIssue/12019712 ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/12019712 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.ijid.2017.01.007 ↗
- Languages:
- English
- ISSNs:
- 1201-9712
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.304750
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