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      Can Psychophysics Be Fun? Exploring the Feasibility of a Gamified Contrast Sensitivity Function Measure in Amblyopic Children Aged 4–9 Years

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          Abstract

          Routine assessments of the Contrast Sensitivity Function [CSF] could be useful for the diagnosis and monitoring of amblyopia. However, current CSF measures are not clinically practical, as they are too slow, too boring, and too uncomfortable to sustain a young child's interest. Here we assess the feasibility of a more gamified approach to CSF testing, in which a maximum likelihood psychophysical algorithm (QUEST+) is combined with a largely unconstrained user interface (no fixation target, head restraints, or discrete trials). Twenty-five amblyopes (strabismic, anisometropic, or mixed) aged 4.0–9.2 years performed the gamified CSF assessment monocularly (once per eye). The test required the child to “pop” (press) grating stimuli as they “bounced” around a tablet screen. Head tracking via the tablet's front-facing camera was used to adjust for variations in viewing distance post hoc. CSFs were fitted for each eye, and Area Under the CSF (AUCSF) computed as a summary measure of sensitivity. The results showed that AUCSF measurements were able to separate moderately and severely amblyopic eyes from fellow eyes (case-control effect), and to distinguish individuals with varying degrees of vision loss (dose effect). Even the youngest children exhibited no difficulties completing the test or comprehending what to do, and most children appeared to find the test genuinely enjoyable. Informal feedback from a focus group of older children was also positive, although potential shortcomings with the present design were identified. This feasibility study indicates that gamified, child-friendly vision assessments have promise as a future means of pediatric clinical assessment. Such measures could be particularly valuable for assessing children outside of conventional eye-care facilities (e.g., home-monitoring, school screening).

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          Most cited references32

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          Simple adaptive testing with the weighted up-down method.

          This paper proposes a method for adaptive testing that is less complicated than the commonly used transformed up-down methods (1 up 2 down, 1 up 3 down, etc.). In addition, the weighted up-down method can converge to any desired point of the psychometric function. The rule is very simple: Each correct response leads to a decrease in signal level, each incorrect response to an increase. The only difference from the simple up-down method (1 up 1 down) is that the steps upward and the steps downward are of a different size. The straightforward construction of the novel procedure pays off in efficiency and stability: A Monte Carlo simulation reveals a definite advantage, though small, of the weighted up-down method over the 1-up-2-down rule.
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            OpenFace: An open source facial behavior analysis toolkit

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              What's new in Psychtoolbox-3? Perception ECVP 2007

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                Author and article information

                Contributors
                Journal
                Front Med (Lausanne)
                Front Med (Lausanne)
                Front. Med.
                Frontiers in Medicine
                Frontiers Media S.A.
                2296-858X
                26 August 2020
                2020
                : 7
                : 469
                Affiliations
                [1] 1Moorfields Eye Hospital NHS Foundation Trust , London, United Kingdom
                [2] 2Department of Ophthalmology, Faculty of Medicine, Minia University , Minia, Egypt
                [3] 3NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology , London, United Kingdom
                [4] 4Child Vision Laboratory, Institute of Ophthalmology, University College London (UCL) , London, United Kingdom
                [5] 5Division of Optometry and Visual Sciences, City, University of London , London, United Kingdom
                Author notes

                Edited by: Alexandre Reynaud, McGill University, Canada

                Reviewed by: Tamara S. Oechslin, University of Alabama at Birmingham, United States; Anna Kosovicheva, Northeastern University, United States

                *Correspondence: Pete R. Jones p.r.jones@ 123456ucl.ac.uk

                This article was submitted to Ophthalmology, a section of the journal Frontiers in Medicine

                Article
                10.3389/fmed.2020.00469
                7480072
                32984366
                586f5fec-7464-4b87-8bd8-65378c7ee254
                Copyright © 2020 Elfadaly, Abdelrazik, Thomas, Dekker, Dahlmann-Noor and Jones.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 13 May 2020
                : 13 July 2020
                Page count
                Figures: 4, Tables: 0, Equations: 1, References: 38, Pages: 10, Words: 7751
                Categories
                Medicine
                Original Research

                amblyopia,psychophysics,children,contrast sensitivity function,quest+,quick csf,openface,gabor

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