Development of a mobile phone camera-based transcutaneous bilirubinometer for low-resource settings

被引:3
|
作者
Harrison-Smith, Brandon [1 ]
Dumont, Alexander P. [1 ]
Arefin, Mohammed Shahriar [1 ]
Sun, Yu [1 ]
Lawal, Nuradeen [2 ]
Dobson, Dorianna [3 ]
Nwaba, Amy [3 ]
Grossarth, Sarah [3 ]
Paed, Abdulsalam Muhammed [2 ]
Farouk, Zubaida L. [2 ]
Weitkamp, Jorn-Hendrik [3 ]
Patil, Chetan A. [1 ]
机构
[1] Temple Univ, Dept Bioengn, 1801 N Broad St, Philadelphia, PA 19121 USA
[2] Aminu Kano Teaching Hosp AKTH, Dept Pediat, Kano 700231, Nigeria
[3] Vanderbilt Univ Med Ctr VUMC, Dept Pediat, Nashville, TN 37203 USA
关键词
MONTE-CARLO-SIMULATION; NEONATAL HYPERBILIRUBINEMIA; KERNICTERUS; POINT;
D O I
10.1364/BOE.449625
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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. 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.
引用
收藏
页码:2797 / 2809
页数:13
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