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Selfie fundus imaging for diabetic retinopathy screening

BACKGROUND: Regular screening for retinopathy and timely intervention reduces blindness from diabetes by 90%. Screening is currently dependent on the interpretation of images captured by trained technicians. Inherent barriers of accessibility and affordability with this approach impede widespread su...

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Autores principales: Kumari, Somya, Venkatesh, Pradeep, Tandon, Nikhil, Chawla, Rohan, Takkar, Brijesh, Kumar, Atul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505467/
https://www.ncbi.nlm.nih.gov/pubmed/34642496
http://dx.doi.org/10.1038/s41433-021-01804-7
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author Kumari, Somya
Venkatesh, Pradeep
Tandon, Nikhil
Chawla, Rohan
Takkar, Brijesh
Kumar, Atul
author_facet Kumari, Somya
Venkatesh, Pradeep
Tandon, Nikhil
Chawla, Rohan
Takkar, Brijesh
Kumar, Atul
author_sort Kumari, Somya
collection PubMed
description BACKGROUND: Regular screening for retinopathy and timely intervention reduces blindness from diabetes by 90%. Screening is currently dependent on the interpretation of images captured by trained technicians. Inherent barriers of accessibility and affordability with this approach impede widespread success of retinopathy screening programs. Herein, we report our observations on the potential of a novel approach, Selfie Fundus Imaging (SFI), to enhance diabetic retinopathy screening. METHODS: The study was undertaken over a two-month period during COVID 19 lockdown. 60 diabetic patients participated in the study. Retinal images were captured using three different approaches, handheld smartphone-based photographs captured by patients themselves after a short video-assisted training session (SFI group), and smartphone-based photographs captured by a trained technician and photographs taken on desktop conventional digital fundus camera (Gold standard). Sensitivity and kappa statistics was determined for retinopathy and macular oedema grading. FINDINGS: Mean age of the study participants was 52.4 years ± 9.8 years and 78% were men. Of 120 images captured using SFI, 90% were centred-gradable, 8% were decentred-gradable and 2% were ungradable. 82% patients captured the image within a minute (majority by 31–45 s). The sensitivity of SFI to detect diabetic retinopathy was 88.39%. Agreement between SFI grading and standard fundus photograph grading was 85.86% with substantial kappa (0.77). For the detection of diabetic macular oedema, the agreement between SFI images and standard images was 93.67, with almost perfect kappa (0.91). CONCLUSION: Fundus images were captured by patients using SFI without major difficulty and were comparable to images taken by trained specialist. With greater penetrance, advances, and availability of mobile photographic technology, we believe that SFI would positively impact the success of diabetic retinopathy screening programs by breaking the barriers of availability, accessibility, and affordability. SFI could ensure continuation of screening schedules for diabetic retinopathy, even in the face a highly contagious pandemic.
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spelling pubmed-85054672021-10-12 Selfie fundus imaging for diabetic retinopathy screening Kumari, Somya Venkatesh, Pradeep Tandon, Nikhil Chawla, Rohan Takkar, Brijesh Kumar, Atul Eye (Lond) Article BACKGROUND: Regular screening for retinopathy and timely intervention reduces blindness from diabetes by 90%. Screening is currently dependent on the interpretation of images captured by trained technicians. Inherent barriers of accessibility and affordability with this approach impede widespread success of retinopathy screening programs. Herein, we report our observations on the potential of a novel approach, Selfie Fundus Imaging (SFI), to enhance diabetic retinopathy screening. METHODS: The study was undertaken over a two-month period during COVID 19 lockdown. 60 diabetic patients participated in the study. Retinal images were captured using three different approaches, handheld smartphone-based photographs captured by patients themselves after a short video-assisted training session (SFI group), and smartphone-based photographs captured by a trained technician and photographs taken on desktop conventional digital fundus camera (Gold standard). Sensitivity and kappa statistics was determined for retinopathy and macular oedema grading. FINDINGS: Mean age of the study participants was 52.4 years ± 9.8 years and 78% were men. Of 120 images captured using SFI, 90% were centred-gradable, 8% were decentred-gradable and 2% were ungradable. 82% patients captured the image within a minute (majority by 31–45 s). The sensitivity of SFI to detect diabetic retinopathy was 88.39%. Agreement between SFI grading and standard fundus photograph grading was 85.86% with substantial kappa (0.77). For the detection of diabetic macular oedema, the agreement between SFI images and standard images was 93.67, with almost perfect kappa (0.91). CONCLUSION: Fundus images were captured by patients using SFI without major difficulty and were comparable to images taken by trained specialist. With greater penetrance, advances, and availability of mobile photographic technology, we believe that SFI would positively impact the success of diabetic retinopathy screening programs by breaking the barriers of availability, accessibility, and affordability. SFI could ensure continuation of screening schedules for diabetic retinopathy, even in the face a highly contagious pandemic. Nature Publishing Group UK 2021-10-12 2022-10 /pmc/articles/PMC8505467/ /pubmed/34642496 http://dx.doi.org/10.1038/s41433-021-01804-7 Text en © The Author(s), under exclusive licence to The Royal College of Ophthalmologists 2021
spellingShingle Article
Kumari, Somya
Venkatesh, Pradeep
Tandon, Nikhil
Chawla, Rohan
Takkar, Brijesh
Kumar, Atul
Selfie fundus imaging for diabetic retinopathy screening
title Selfie fundus imaging for diabetic retinopathy screening
title_full Selfie fundus imaging for diabetic retinopathy screening
title_fullStr Selfie fundus imaging for diabetic retinopathy screening
title_full_unstemmed Selfie fundus imaging for diabetic retinopathy screening
title_short Selfie fundus imaging for diabetic retinopathy screening
title_sort selfie fundus imaging for diabetic retinopathy screening
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505467/
https://www.ncbi.nlm.nih.gov/pubmed/34642496
http://dx.doi.org/10.1038/s41433-021-01804-7
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