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Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings
Newborns in high-income countries are routinely screened for neonatal jaundice using transcutaneous bilirubinometery (TcB). In low-and middle-income countries, TcB is not widely used due to a lack of availability; however, mobile-phone approaches for TcB could help expand screening opportunities. We...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Optica Publishing Group
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203089/ https://www.ncbi.nlm.nih.gov/pubmed/35774304 http://dx.doi.org/10.1364/BOE.449625 |
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author | Harrison-Smith, Brandon Dumont, Alexander P. Arefin, Mohammed Shahriar Sun, Yu Lawal, Nuradeen Dobson, Dorianna Nwaba, Amy Grossarth, Sarah Paed, Abdulsalam Muhammed Farouk, Zubaida L. Weitkamp, Jorn-Hendrik Patil, Chetan A. |
author_facet | Harrison-Smith, Brandon Dumont, Alexander P. Arefin, Mohammed Shahriar Sun, Yu Lawal, Nuradeen Dobson, Dorianna Nwaba, Amy Grossarth, Sarah Paed, Abdulsalam Muhammed Farouk, Zubaida L. Weitkamp, Jorn-Hendrik Patil, Chetan A. |
author_sort | Harrison-Smith, Brandon |
collection | PubMed |
description | Newborns in high-income countries are routinely screened for neonatal jaundice using transcutaneous bilirubinometery (TcB). In low-and middle-income countries, TcB is not widely used due to a lack of availability; however, mobile-phone approaches for TcB could help expand screening opportunities. We developed a mobile phone-based approach for TcB and validated the method with a 37 patient multi-ethnic pilot study. We include a custom-designed snap-on adapter that is used to create a spatially resolved diffuse reflectance detection configuration with the illumination provided by the mobile-phone LED flash. Monte-Carlo models of reflectance from neonatal skin were used to guide the design of an adapter for filtered red-green-blue (RGB) mobile-phone camera reflectance measurements. We extracted measures of reflectance from multiple optimized spatial-offset regions-of-interest (ROIs) and a linear model was developed and cross-validated. This resulted in a correlation between total serum bilirubin and mobile-phone TcB estimated bilirubin with a R(2)= 0.42 and Bland-Altman limits of agreement of +6.4 mg/dL to -7.0 mg/dL. These results indicate that a mobile phone with a modified adapter can be utilized to measure neonatal bilirubin values, thus creating a novel tool for neonatal jaundice screening in low-resource settings. |
format | Online Article Text |
id | pubmed-9203089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Optica Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-92030892022-06-29 Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings Harrison-Smith, Brandon Dumont, Alexander P. Arefin, Mohammed Shahriar Sun, Yu Lawal, Nuradeen Dobson, Dorianna Nwaba, Amy Grossarth, Sarah Paed, Abdulsalam Muhammed Farouk, Zubaida L. Weitkamp, Jorn-Hendrik Patil, Chetan A. Biomed Opt Express Article Newborns in high-income countries are routinely screened for neonatal jaundice using transcutaneous bilirubinometery (TcB). In low-and middle-income countries, TcB is not widely used due to a lack of availability; however, mobile-phone approaches for TcB could help expand screening opportunities. We developed a mobile phone-based approach for TcB and validated the method with a 37 patient multi-ethnic pilot study. We include a custom-designed snap-on adapter that is used to create a spatially resolved diffuse reflectance detection configuration with the illumination provided by the mobile-phone LED flash. Monte-Carlo models of reflectance from neonatal skin were used to guide the design of an adapter for filtered red-green-blue (RGB) mobile-phone camera reflectance measurements. We extracted measures of reflectance from multiple optimized spatial-offset regions-of-interest (ROIs) and a linear model was developed and cross-validated. This resulted in a correlation between total serum bilirubin and mobile-phone TcB estimated bilirubin with a R(2)= 0.42 and Bland-Altman limits of agreement of +6.4 mg/dL to -7.0 mg/dL. These results indicate that a mobile phone with a modified adapter can be utilized to measure neonatal bilirubin values, thus creating a novel tool for neonatal jaundice screening in low-resource settings. Optica Publishing Group 2022-04-15 /pmc/articles/PMC9203089/ /pubmed/35774304 http://dx.doi.org/10.1364/BOE.449625 Text en Published by Optica Publishing Group under the terms of the Creative Commons Attribution 4.0 License. Further distribution of this work must maintain attribution to the author(s) and the published article’s title, journal citation, and DOI. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Harrison-Smith, Brandon Dumont, Alexander P. Arefin, Mohammed Shahriar Sun, Yu Lawal, Nuradeen Dobson, Dorianna Nwaba, Amy Grossarth, Sarah Paed, Abdulsalam Muhammed Farouk, Zubaida L. Weitkamp, Jorn-Hendrik Patil, Chetan A. Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
title | Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
title_full | Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
title_fullStr | Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
title_full_unstemmed | Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
title_short | Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
title_sort | development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203089/ https://www.ncbi.nlm.nih.gov/pubmed/35774304 http://dx.doi.org/10.1364/BOE.449625 |
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