Infrared Thermography with High Accuracy in a Neonatal Incubator
As the accuracy of body temperature measurement is especially critical in premature infants on admission to the neonatal intensive care unit (NICU), noninvasive measurement using infrared thermography (IRT) has not been widely adopted in the NICU due to a lack of evidence regarding its accuracy. We...
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Published in | Annals of biomedical engineering Vol. 50; no. 5; pp. 529 - 539 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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Cham
Springer International Publishing
01.05.2022
Springer Nature B.V |
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Online Access | Get full text |
ISSN | 0090-6964 1573-9686 1573-9686 |
DOI | 10.1007/s10439-022-02937-w |
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Abstract | As the accuracy of body temperature measurement is especially critical in premature infants on admission to the neonatal intensive care unit (NICU), noninvasive measurement using infrared thermography (IRT) has not been widely adopted in the NICU due to a lack of evidence regarding its accuracy. We have established a new calibration method for IRT in an incubator, and evaluated its accuracy and reliability at different incubator settings using a variable-temperature blackbody furnace. This method improved the accuracy and reliability of IRT with an increase in percentage of data with mean absolute error (MAE) < 0.3 °C to 93.1% compared to 4.2% using the standard method. Two of three IRTs had MAE < 0.1 °C under all conditions examined. This method provided high accuracy not only for measurements at specific times but also for continuous monitoring. It will also contribute to avoiding the risk of neonates' skin trouble caused by attaching a thermistor. This study will facilitate the development of novel means of administering neonatal body temperature. |
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AbstractList | As the accuracy of body temperature measurement is especially critical in premature infants on admission to the neonatal intensive care unit (NICU), noninvasive measurement using infrared thermography (IRT) has not been widely adopted in the NICU due to a lack of evidence regarding its accuracy. We have established a new calibration method for IRT in an incubator, and evaluated its accuracy and reliability at different incubator settings using a variable-temperature blackbody furnace. This method improved the accuracy and reliability of IRT with an increase in percentage of data with mean absolute error (MAE) < 0.3 °C to 93.1% compared to 4.2% using the standard method. Two of three IRTs had MAE < 0.1 °C under all conditions examined. This method provided high accuracy not only for measurements at specific times but also for continuous monitoring. It will also contribute to avoiding the risk of neonates' skin trouble caused by attaching a thermistor. This study will facilitate the development of novel means of administering neonatal body temperature. As the accuracy of body temperature measurement is especially critical in premature infants on admission to the neonatal intensive care unit (NICU), noninvasive measurement using infrared thermography (IRT) has not been widely adopted in the NICU due to a lack of evidence regarding its accuracy. We have established a new calibration method for IRT in an incubator, and evaluated its accuracy and reliability at different incubator settings using a variable-temperature blackbody furnace. This method improved the accuracy and reliability of IRT with an increase in percentage of data with mean absolute error (MAE) < 0.3 °C to 93.1% compared to 4.2% using the standard method. Two of three IRTs had MAE < 0.1 °C under all conditions examined. This method provided high accuracy not only for measurements at specific times but also for continuous monitoring. It will also contribute to avoiding the risk of neonates' skin trouble caused by attaching a thermistor. This study will facilitate the development of novel means of administering neonatal body temperature.As the accuracy of body temperature measurement is especially critical in premature infants on admission to the neonatal intensive care unit (NICU), noninvasive measurement using infrared thermography (IRT) has not been widely adopted in the NICU due to a lack of evidence regarding its accuracy. We have established a new calibration method for IRT in an incubator, and evaluated its accuracy and reliability at different incubator settings using a variable-temperature blackbody furnace. This method improved the accuracy and reliability of IRT with an increase in percentage of data with mean absolute error (MAE) < 0.3 °C to 93.1% compared to 4.2% using the standard method. Two of three IRTs had MAE < 0.1 °C under all conditions examined. This method provided high accuracy not only for measurements at specific times but also for continuous monitoring. It will also contribute to avoiding the risk of neonates' skin trouble caused by attaching a thermistor. This study will facilitate the development of novel means of administering neonatal body temperature. |
Author | Asano, Hidetsugu Hirakawa, Eiji Ichikawa, Tatsuki Hamada, Keisuke Nagata, Yasuhiro Mine, Takashi Hayashi, Hayato |
Author_xml | – sequence: 1 givenname: Keisuke orcidid: 0000-0003-1157-773X surname: Hamada fullname: Hamada, Keisuke email: hamada_keisuke@icloud.com organization: Department of Clinical Engineering, Nagasaki Harbor Medical Center, Department of Comprehensive Community Care Systems, Nagasaki University Graduate School of Biomedical Sciences – sequence: 2 givenname: Eiji surname: Hirakawa fullname: Hirakawa, Eiji organization: Department of Neonatology, Kagoshima City Hospital – sequence: 3 givenname: Hidetsugu surname: Asano fullname: Asano, Hidetsugu organization: Research & Development Group, Technical Department, Atom Medical Corporation – sequence: 4 givenname: Hayato surname: Hayashi fullname: Hayashi, Hayato organization: Research & Development Group, Technical Department, Atom Medical Corporation – sequence: 5 givenname: Takashi surname: Mine fullname: Mine, Takashi organization: Department of Comprehensive Community Care Systems, Nagasaki University Graduate School of Biomedical Sciences, Department of Clinical Oncology, Nagasaki Harbor Medical Center – sequence: 6 givenname: Tatsuki surname: Ichikawa fullname: Ichikawa, Tatsuki organization: Department of Comprehensive Community Care Systems, Nagasaki University Graduate School of Biomedical Sciences, Department of Gastroenterology, Nagasaki Harbor Medical Center – sequence: 7 givenname: Yasuhiro surname: Nagata fullname: Nagata, Yasuhiro organization: Department of Comprehensive Community Care Systems, Nagasaki University Graduate School of Biomedical Sciences, Department of Community Medicine, Nagasaki University School of Biomedical Sciences, Leading Medical Research Core Unit, Nagasaki University Graduate School of Biomedical Sciences |
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CitedBy_id | crossref_primary_10_1016_j_bspc_2023_105628 crossref_primary_10_1002_ppul_27425 crossref_primary_10_1038_s41598_024_60718_y |
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Keywords | Thermoregulation IRT Calibration Premature infants Non-invasive Monitoring |
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SubjectTerms | Accuracy Biochemistry Biological and Medical Physics Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Biophysics Blackbody Body Temperature Classical Mechanics Humans Incubators Infant, Newborn Infrared imaging Infrared Rays Neonates Original Original Article Reliability analysis Reproducibility of Results Skin Temperature Temperature measurement Thermistors Thermography Thermography - methods |
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Title | Infrared Thermography with High Accuracy in a Neonatal Incubator |
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