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The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys

PURPOSE: Graded images can be used for trachoma prevalence surveys, but there is concern for mismatch between image and field grades of the upper tarsal conjunctiva. We aimed to determine if poor photograph quality and/or inflammation may contribute to differential grading of trachomatous inflammati...

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Autores principales: Odonkor, Michelle, Naufal, Fahd, Mkocha, Harran, Funga, Nicodemus, Muñoz, Beatriz, West, Sheila K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934551/
https://www.ncbi.nlm.nih.gov/pubmed/35266968
http://dx.doi.org/10.1167/tvst.11.3.11
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author Odonkor, Michelle
Naufal, Fahd
Mkocha, Harran
Funga, Nicodemus
Muñoz, Beatriz
West, Sheila K.
author_facet Odonkor, Michelle
Naufal, Fahd
Mkocha, Harran
Funga, Nicodemus
Muñoz, Beatriz
West, Sheila K.
author_sort Odonkor, Michelle
collection PubMed
description PURPOSE: Graded images can be used for trachoma prevalence surveys, but there is concern for mismatch between image and field grades of the upper tarsal conjunctiva. We aimed to determine if poor photograph quality and/or inflammation may contribute to differential grading of trachomatous inflammation—follicular (TF) between field and photograph graders. METHODS: We developed a simplified and expanded image quality grading tool. Agreement was assessed using kappa statistic. We included 5417 eyes with both field and image grades for TF. Eyes where the field and adjudicated photograph TF grades did not match were identified (mismatched) and assigned an image quality (IQ) score and a potential mismatch reason. We also assigned IQ scores to a stratified random sample of 60 eyes with matching field and photograph TF grades (matched). RESULTS: There were 5240 eyes that had matching grades, whereas 177 eyes (3.3%) were mismatched. Overall quality was high, even in mismatched eyes. There was no difference in overall or specific IQ metrics between eyes with matching grades and eyes with mismatched grades (P = 0.59). Mismatched eyes had worse inflammation compared to matched eyes (P = 0.048). The primary reason for calling TF in the field but not in the photographs appeared to be the number of follicles observed. CONCLUSIONS: Image quality did not explain mismatch between field grades and image grades from this prevalence survey. Inflammation made mismatch more likely. TRANSLATIONAL RELEVANCE: Our quality grading scheme rapidly identifies image quality issues for training. Standardizing TF grading in the presence of inflammation will improve field and photograph grading.
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spelling pubmed-89345512022-03-21 The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys Odonkor, Michelle Naufal, Fahd Mkocha, Harran Funga, Nicodemus Muñoz, Beatriz West, Sheila K. Transl Vis Sci Technol Article PURPOSE: Graded images can be used for trachoma prevalence surveys, but there is concern for mismatch between image and field grades of the upper tarsal conjunctiva. We aimed to determine if poor photograph quality and/or inflammation may contribute to differential grading of trachomatous inflammation—follicular (TF) between field and photograph graders. METHODS: We developed a simplified and expanded image quality grading tool. Agreement was assessed using kappa statistic. We included 5417 eyes with both field and image grades for TF. Eyes where the field and adjudicated photograph TF grades did not match were identified (mismatched) and assigned an image quality (IQ) score and a potential mismatch reason. We also assigned IQ scores to a stratified random sample of 60 eyes with matching field and photograph TF grades (matched). RESULTS: There were 5240 eyes that had matching grades, whereas 177 eyes (3.3%) were mismatched. Overall quality was high, even in mismatched eyes. There was no difference in overall or specific IQ metrics between eyes with matching grades and eyes with mismatched grades (P = 0.59). Mismatched eyes had worse inflammation compared to matched eyes (P = 0.048). The primary reason for calling TF in the field but not in the photographs appeared to be the number of follicles observed. CONCLUSIONS: Image quality did not explain mismatch between field grades and image grades from this prevalence survey. Inflammation made mismatch more likely. TRANSLATIONAL RELEVANCE: Our quality grading scheme rapidly identifies image quality issues for training. Standardizing TF grading in the presence of inflammation will improve field and photograph grading. The Association for Research in Vision and Ophthalmology 2022-03-10 /pmc/articles/PMC8934551/ /pubmed/35266968 http://dx.doi.org/10.1167/tvst.11.3.11 Text en Copyright 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
spellingShingle Article
Odonkor, Michelle
Naufal, Fahd
Mkocha, Harran
Funga, Nicodemus
Muñoz, Beatriz
West, Sheila K.
The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys
title The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys
title_full The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys
title_fullStr The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys
title_full_unstemmed The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys
title_short The Impact of Image Quality and Trachomatous Inflammation on Using Photography for Trachoma Prevalence Surveys
title_sort impact of image quality and trachomatous inflammation on using photography for trachoma prevalence surveys
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934551/
https://www.ncbi.nlm.nih.gov/pubmed/35266968
http://dx.doi.org/10.1167/tvst.11.3.11
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