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Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy
BACKGROUND: To evaluate the efficacy of retinal photography obtained by undergraduate students using a smartphone-based device in screening and early diagnosing diabetic retinopathy (DR). METHODS: We carried out an open prospective study with ninety-nine diabetic patients (194 eyes), who were submit...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172171/ https://www.ncbi.nlm.nih.gov/pubmed/35672839 http://dx.doi.org/10.1186/s40942-022-00388-y |
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author | Gobbi, Jéssica Deponti Braga, João Pedro Romero Lucena, Moises M. Bellanda, Victor C. F. Frasson, Miguel V. S. Ferraz, Daniel Koh, Victor Jorge, Rodrigo |
author_facet | Gobbi, Jéssica Deponti Braga, João Pedro Romero Lucena, Moises M. Bellanda, Victor C. F. Frasson, Miguel V. S. Ferraz, Daniel Koh, Victor Jorge, Rodrigo |
author_sort | Gobbi, Jéssica Deponti |
collection | PubMed |
description | BACKGROUND: To evaluate the efficacy of retinal photography obtained by undergraduate students using a smartphone-based device in screening and early diagnosing diabetic retinopathy (DR). METHODS: We carried out an open prospective study with ninety-nine diabetic patients (194 eyes), who were submitted to an ophthalmological examination in which undergraduate students registered images of the fundus using a smartphone-based device. At the same occasion, an experienced nurse captured fundus photographs from the same patients using a gold standard tabletop camera system (Canon CR-2 Digital Non-Mydriatic Retinal Camera), with a 45º field of view. Two distinct masked specialists evaluated both forms of imaging according to the presence or absence of sings of DR and its markers of severity. We later compared those reports to assess agreement between the two technologies. RESULTS: Concerning the presence or absence of DR, we found an agreement rate of 84.07% between reports obtained from images of the smartphone-based device and from the regular (tabletop) fundus camera; Kappa: 0.67; Sensitivity: 71.0% (Confidence Interval [CI]: 65.05–78.16%); Specificity: 94.06% (CI: 90.63–97.49%); Accuracy: 84.07%; Positive Predictive Value (PPV): 90.62%; Negative Predictive Value (NPV): 80.51%. As for the classification between proliferative diabetic retinopathy and non-proliferative diabetic retinopathy, we found an agreement of 90.00% between the reports; Kappa: 0.78; Sensitivity: 86.96%; (CI: 79.07–94.85%); Specificity: 91.49% (CI: 84.95–98.03%); Accuracy: 90.00%; PPV: 83.33%; NPV: 93.48%. Regarding the degree of classification of DR, we found an agreement rate of 69.23% between the reports; Kappa: 0.52. As relating to the presence or absence of hard macular exudates, we found an agreement of 84.07% between the reports; Kappa: 0.67; Sensitivity: 71.60% (CI: 65.05–78.16%); Specificity: 94.06% (CI: 90.63–97.49%); Accuracy: 84.07%; PPV: 90.62%; NPV: 80.51%. CONCLUSION: The smartphone-based device showed promising accuracy in the detection of DR (84.07%), making it a potential tool in the screening and early diagnosis of DR. |
format | Online Article Text |
id | pubmed-9172171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91721712022-06-08 Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy Gobbi, Jéssica Deponti Braga, João Pedro Romero Lucena, Moises M. Bellanda, Victor C. F. Frasson, Miguel V. S. Ferraz, Daniel Koh, Victor Jorge, Rodrigo Int J Retina Vitreous Original Article BACKGROUND: To evaluate the efficacy of retinal photography obtained by undergraduate students using a smartphone-based device in screening and early diagnosing diabetic retinopathy (DR). METHODS: We carried out an open prospective study with ninety-nine diabetic patients (194 eyes), who were submitted to an ophthalmological examination in which undergraduate students registered images of the fundus using a smartphone-based device. At the same occasion, an experienced nurse captured fundus photographs from the same patients using a gold standard tabletop camera system (Canon CR-2 Digital Non-Mydriatic Retinal Camera), with a 45º field of view. Two distinct masked specialists evaluated both forms of imaging according to the presence or absence of sings of DR and its markers of severity. We later compared those reports to assess agreement between the two technologies. RESULTS: Concerning the presence or absence of DR, we found an agreement rate of 84.07% between reports obtained from images of the smartphone-based device and from the regular (tabletop) fundus camera; Kappa: 0.67; Sensitivity: 71.0% (Confidence Interval [CI]: 65.05–78.16%); Specificity: 94.06% (CI: 90.63–97.49%); Accuracy: 84.07%; Positive Predictive Value (PPV): 90.62%; Negative Predictive Value (NPV): 80.51%. As for the classification between proliferative diabetic retinopathy and non-proliferative diabetic retinopathy, we found an agreement of 90.00% between the reports; Kappa: 0.78; Sensitivity: 86.96%; (CI: 79.07–94.85%); Specificity: 91.49% (CI: 84.95–98.03%); Accuracy: 90.00%; PPV: 83.33%; NPV: 93.48%. Regarding the degree of classification of DR, we found an agreement rate of 69.23% between the reports; Kappa: 0.52. As relating to the presence or absence of hard macular exudates, we found an agreement of 84.07% between the reports; Kappa: 0.67; Sensitivity: 71.60% (CI: 65.05–78.16%); Specificity: 94.06% (CI: 90.63–97.49%); Accuracy: 84.07%; PPV: 90.62%; NPV: 80.51%. CONCLUSION: The smartphone-based device showed promising accuracy in the detection of DR (84.07%), making it a potential tool in the screening and early diagnosis of DR. BioMed Central 2022-06-07 /pmc/articles/PMC9172171/ /pubmed/35672839 http://dx.doi.org/10.1186/s40942-022-00388-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Original Article Gobbi, Jéssica Deponti Braga, João Pedro Romero Lucena, Moises M. Bellanda, Victor C. F. Frasson, Miguel V. S. Ferraz, Daniel Koh, Victor Jorge, Rodrigo Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
title | Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
title_full | Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
title_fullStr | Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
title_full_unstemmed | Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
title_short | Efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
title_sort | efficacy of smartphone-based retinal photography by undergraduate students in screening and early diagnosing diabetic retinopathy |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172171/ https://www.ncbi.nlm.nih.gov/pubmed/35672839 http://dx.doi.org/10.1186/s40942-022-00388-y |
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