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Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment

PURPOSE: We evaluate a smartphone application (app) performing an automated photographic Hirschberg test for measurement of eye deviations. METHODS: Three evaluation studies were conducted to measure eye deviations in the horizontal direction. First, gaze angles were measured with respect to the gro...

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Autores principales: Pundlik, Shrinivas, Tomasi, Matteo, Liu, Rui, Houston, Kevin, Luo, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6369861/
https://www.ncbi.nlm.nih.gov/pubmed/30766761
http://dx.doi.org/10.1167/tvst.8.1.19
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author Pundlik, Shrinivas
Tomasi, Matteo
Liu, Rui
Houston, Kevin
Luo, Gang
author_facet Pundlik, Shrinivas
Tomasi, Matteo
Liu, Rui
Houston, Kevin
Luo, Gang
author_sort Pundlik, Shrinivas
collection PubMed
description PURPOSE: We evaluate a smartphone application (app) performing an automated photographic Hirschberg test for measurement of eye deviations. METHODS: Three evaluation studies were conducted to measure eye deviations in the horizontal direction. First, gaze angles were measured with respect to the ground truth in nonstrabismic subjects (n = 25) as they fixated monocularly on targets of known eccentricity covering an angular range of approximately ±13°. Second, phoria measurements with the app at near fixation (distance = 40 cm) were compared with the modified Thorington (MT) test in normally-sighted subjects (n = 14). Third, eye deviations using the app were compared to a cover test with prism neutralization (CTPN; n = 66) and Synoptophore (n = 34) in strabismic subjects. Regression analyses were used to compare the app and clinical measurements of the magnitude and direction of eye deviations (prism diopters, Δ). RESULTS: The gaze angles measured by the app closely followed the ground truth (slope = 1.007, R(2) = 0.97, P < 0.001), with a root mean squared error (RMSE) of 2.4Δ. Phoria measurements with the app were consistent with MT (slope = 0.94, R(2) = 0.97, P < 0.001, RMSE = 1.7Δ). Overall, the strabismus measurements with the app were higher than with Synoptophore (slope = 1.15, R(2) = 0.91, P < 0.001), but consistent with CTPN (slope = 0.95, R(2) = 0.95, P < 0.001). After correction of CTPN values for near fixation, the consistency of the app measurements with CTPN was improved further (slope = 1.01). CONCLUSIONS: The app measurements of manifest and latent eye deviations were consistent with the comparator clinical methods. TRANSLATIONAL RELEVANCE: A smartphone app for measurement of eye alignment can be a convenient clinical tool and has potential to be beneficial in telemedicine.
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spelling pubmed-63698612019-02-14 Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment Pundlik, Shrinivas Tomasi, Matteo Liu, Rui Houston, Kevin Luo, Gang Transl Vis Sci Technol Articles PURPOSE: We evaluate a smartphone application (app) performing an automated photographic Hirschberg test for measurement of eye deviations. METHODS: Three evaluation studies were conducted to measure eye deviations in the horizontal direction. First, gaze angles were measured with respect to the ground truth in nonstrabismic subjects (n = 25) as they fixated monocularly on targets of known eccentricity covering an angular range of approximately ±13°. Second, phoria measurements with the app at near fixation (distance = 40 cm) were compared with the modified Thorington (MT) test in normally-sighted subjects (n = 14). Third, eye deviations using the app were compared to a cover test with prism neutralization (CTPN; n = 66) and Synoptophore (n = 34) in strabismic subjects. Regression analyses were used to compare the app and clinical measurements of the magnitude and direction of eye deviations (prism diopters, Δ). RESULTS: The gaze angles measured by the app closely followed the ground truth (slope = 1.007, R(2) = 0.97, P < 0.001), with a root mean squared error (RMSE) of 2.4Δ. Phoria measurements with the app were consistent with MT (slope = 0.94, R(2) = 0.97, P < 0.001, RMSE = 1.7Δ). Overall, the strabismus measurements with the app were higher than with Synoptophore (slope = 1.15, R(2) = 0.91, P < 0.001), but consistent with CTPN (slope = 0.95, R(2) = 0.95, P < 0.001). After correction of CTPN values for near fixation, the consistency of the app measurements with CTPN was improved further (slope = 1.01). CONCLUSIONS: The app measurements of manifest and latent eye deviations were consistent with the comparator clinical methods. TRANSLATIONAL RELEVANCE: A smartphone app for measurement of eye alignment can be a convenient clinical tool and has potential to be beneficial in telemedicine. The Association for Research in Vision and Ophthalmology 2019-02-08 /pmc/articles/PMC6369861/ /pubmed/30766761 http://dx.doi.org/10.1167/tvst.8.1.19 Text en Copyright 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
spellingShingle Articles
Pundlik, Shrinivas
Tomasi, Matteo
Liu, Rui
Houston, Kevin
Luo, Gang
Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
title Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
title_full Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
title_fullStr Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
title_full_unstemmed Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
title_short Development and Preliminary Evaluation of a Smartphone App for Measuring Eye Alignment
title_sort development and preliminary evaluation of a smartphone app for measuring eye alignment
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6369861/
https://www.ncbi.nlm.nih.gov/pubmed/30766761
http://dx.doi.org/10.1167/tvst.8.1.19
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