Cargando…

An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies

Infrared thermal imaging (IRI) is a contact-less technology able to monitor human skin temperature for biomedical applications and in real-life contexts. Its capacity to detect fever was exploited for mass screening during past epidemic emergencies as well as for the current COVID-19 pandemic. Howev...

Descripción completa

Detalles Bibliográficos
Autores principales: Perpetuini, David, Filippini, Chiara, Cardone, Daniela, Merla, Arcangelo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004954/
https://www.ncbi.nlm.nih.gov/pubmed/33810086
http://dx.doi.org/10.3390/ijerph18063286
_version_ 1783672022037954560
author Perpetuini, David
Filippini, Chiara
Cardone, Daniela
Merla, Arcangelo
author_facet Perpetuini, David
Filippini, Chiara
Cardone, Daniela
Merla, Arcangelo
author_sort Perpetuini, David
collection PubMed
description Infrared thermal imaging (IRI) is a contact-less technology able to monitor human skin temperature for biomedical applications and in real-life contexts. Its capacity to detect fever was exploited for mass screening during past epidemic emergencies as well as for the current COVID-19 pandemic. However, the only assessment of fever may not be selective for the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection. Hence, novel approaches for IRI data analysis have been investigated. The present review aims to describe how IRI have been employed during the last epidemics, highlighting the potentialities and the limitations of this technology to contain the contagions. Specifically, the methods employed for automatic face recognition and fever assessment and IRI’s performances in mass screening at airports and hospitals are reviewed. Moreover, an overview of novel machine learning methods for IRI data analysis, aimed to identify respiratory diseases, is provided. In addition, IRI-based smart technologies developed to support the healthcare during the COVID-19 pandemic are described. Finally, relevant guidelines to fully exploit IRI for COVID-19 identification are defined, to improve the effectiveness of IRI in the detection of the SARS-CoV-2 infection.
format Online
Article
Text
id pubmed-8004954
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-80049542021-03-29 An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies Perpetuini, David Filippini, Chiara Cardone, Daniela Merla, Arcangelo Int J Environ Res Public Health Review Infrared thermal imaging (IRI) is a contact-less technology able to monitor human skin temperature for biomedical applications and in real-life contexts. Its capacity to detect fever was exploited for mass screening during past epidemic emergencies as well as for the current COVID-19 pandemic. However, the only assessment of fever may not be selective for the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection. Hence, novel approaches for IRI data analysis have been investigated. The present review aims to describe how IRI have been employed during the last epidemics, highlighting the potentialities and the limitations of this technology to contain the contagions. Specifically, the methods employed for automatic face recognition and fever assessment and IRI’s performances in mass screening at airports and hospitals are reviewed. Moreover, an overview of novel machine learning methods for IRI data analysis, aimed to identify respiratory diseases, is provided. In addition, IRI-based smart technologies developed to support the healthcare during the COVID-19 pandemic are described. Finally, relevant guidelines to fully exploit IRI for COVID-19 identification are defined, to improve the effectiveness of IRI in the detection of the SARS-CoV-2 infection. MDPI 2021-03-22 /pmc/articles/PMC8004954/ /pubmed/33810086 http://dx.doi.org/10.3390/ijerph18063286 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Perpetuini, David
Filippini, Chiara
Cardone, Daniela
Merla, Arcangelo
An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies
title An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies
title_full An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies
title_fullStr An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies
title_full_unstemmed An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies
title_short An Overview of Thermal Infrared Imaging-Based Screenings during Pandemic Emergencies
title_sort overview of thermal infrared imaging-based screenings during pandemic emergencies
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004954/
https://www.ncbi.nlm.nih.gov/pubmed/33810086
http://dx.doi.org/10.3390/ijerph18063286
work_keys_str_mv AT perpetuinidavid anoverviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT filippinichiara anoverviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT cardonedaniela anoverviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT merlaarcangelo anoverviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT perpetuinidavid overviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT filippinichiara overviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT cardonedaniela overviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies
AT merlaarcangelo overviewofthermalinfraredimagingbasedscreeningsduringpandemicemergencies