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      Large scale validation of a new non-invasive and non-contact bilirubinometer in neonates with risk factors

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          Abstract

          The study was aimed to evaluate the performance of a newly developed non-invasive and non-contact bilirubin measurement device (AJO-Neo) as an alternative to the conventional invasive biochemical method of total serum bilirubin (TSB) estimation in preterm and term neonates suffering from hyperbilirubinemia associated with risk factors, and/or undergoing phototherapy. The safety and efficacy of the device were assessed in 1968 neonates with gestational ages ranging from 28 to 41 weeks and suffering from incidences of hyperbilirubinemia. Linear regression analysis showed a good correlation between AJO-Neo and the conventional method of TSB (Pearson’s coefficient, r = 0.79). The small bias (0.27 mg/dL) and limits of agreements (− 3.44 to 3.99 mg/dL) were within the range of clinical acceptance. The device was also precise in the measurement of bilirubin levels in all subgroups of the study. The receiver operator curve (ROC), that takes account of both sensitivity and specificity of a device showed high efficacy of the device (area under the curve, AUC = 0.83) in the detection of bilirubin. While monitoring the bilirubin level during phototherapy, the device indicated promising results showing good agreement with TSB. Specificities and sensitivities of the device indicated a much higher accuracy in neonates with associated risk factors for hyperbilirubinemia. Hence, the newly developed device (AJO-Neo) is reliable in measuring bilirubin level in preterm, and term neonates irrespective of gestational or postnatal age, sex, risk factors, feeding behavior or skin color.

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          The meaning and use of the area under a receiver operating characteristic (ROC) curve.

          A representation and interpretation of the area under a receiver operating characteristic (ROC) curve obtained by the "rating" method, or by mathematical predictions based on patient characteristics, is presented. It is shown that in such a setting the area represents the probability that a randomly chosen diseased subject is (correctly) rated or ranked with greater suspicion than a randomly chosen non-diseased subject. Moreover, this probability of a correct ranking is the same quantity that is estimated by the already well-studied nonparametric Wilcoxon statistic. These two relationships are exploited to (a) provide rapid closed-form expressions for the approximate magnitude of the sampling variability, i.e., standard error that one uses to accompany the area under a smoothed ROC curve, (b) guide in determining the size of the sample required to provide a sufficiently reliable estimate of this area, and (c) determine how large sample sizes should be to ensure that one can statistically detect differences in the accuracy of diagnostic techniques.
            Bookmark
            • Record: found
            • Abstract: found
            • Article: not found

            An introduction to power and sample size estimation.

            The importance of power and sample size estimation for study design and analysis.
              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Calculating correlation coefficients with repeated observations: Part 2--Correlation between subjects.

                Bookmark

                Author and article information

                Contributors
                drasimmallick@gmail.com
                skpal@bose.res.in
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                7 July 2020
                7 July 2020
                2020
                : 10
                : 11149
                Affiliations
                [1 ]ISNI 0000 0001 2188 427X, GRID grid.452759.8, Technical Research Centre, , S. N. Bose National Centre for Basic Sciences, ; Block JD, Sector-III, Salt Lake, Kolkata, 700106 India
                [2 ]ISNI 0000 0001 0664 9773, GRID grid.59056.3f, Department of Applied Optics & Photonics, , University of Calcutta, ; Block JD-2, Sector-III, Salt Lake, Kolkata, 700106 India
                [3 ]ISNI 0000 0001 2188 427X, GRID grid.452759.8, Department of Chemical, Biological & Macromolecular Sciences, , S. N. Bose National Centre for Basic Sciences, ; Block JD, Sector-III, Salt Lake, Kolkata, 700106 India
                [4 ]ISNI 0000 0004 1768 2239, GRID grid.418423.8, Center for Astroparticle Physics and Space Science, , Bose Institute, ; Block EN, Sector-V, Kolkata, 700091 India
                [5 ]GRID grid.416241.4, Department of Paediatric Medicine, , Nil Ratan Sircar Medical College & Hospital, ; 138, AJC Bose Road, Sealdah, Raja Bazar, Kolkata, 700014 India
                [6 ]GRID grid.416241.4, Department of Haematology, , Nil Ratan Sircar Medical College & Hospital, ; 138, AJC Bose Road, Sealdah, Raja Bazar, Kolkata, 700014 India
                [7 ]GRID grid.416241.4, Department of Gynecology & Obstetrics, , Nil Ratan Sircar Medical College & Hospital, ; 138, AJC Bose Road, Sealdah, Raja Bazar, Kolkata, 700014 India
                [8 ]ISNI 0000 0000 9137 6644, GRID grid.412832.e, Department of Chemistry, Faculty of Applied Science, , Umm Al-Qura University, ; Makkah, 21955 Saudi Arabia
                [9 ]ISNI 0000 0000 8632 679X, GRID grid.252487.e, Department of Chemistry, Faculty of Science, , Assiut University, ; Assiut, 71516 Egypt
                Article
                67981
                10.1038/s41598-020-67981-9
                7341797
                31913322
                1b8e87ce-582d-475f-9b9c-b880fdbee702
                © The Author(s) 2020

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 11 December 2019
                : 11 June 2020
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100001409, Department of Science and Technology, Ministry of Science and Technology;
                Award ID: INAE/121/AKF
                Award Recipient :
                Categories
                Article
                Custom metadata
                © The Author(s) 2020

                Uncategorized
                paediatric research,risk factors,biomedical engineering,paediatrics
                Uncategorized
                paediatric research, risk factors, biomedical engineering, paediatrics

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