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Published in: Graefe's Archive for Clinical and Experimental Ophthalmology 12/2018

01-12-2018 | Basic Science

New iPAD-based test for the detection of color vision deficiencies

Authors: Dolores de Fez, María José Luque, Lucía Matea, David P. Piñero, Vicente J. Camps

Published in: Graefe's Archive for Clinical and Experimental Ophthalmology | Issue 12/2018

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Abstract

Purpose

To develop and validate a new iPad-based color vision test (Optopad).

Methods

A total of 341 student eyes were enrolled in a first comparative study between Optopad and the Isihara tests. In a second comparative study, Optopad vs. the Farnworth-Munsell test (FM 100H), a total of 66 adult eyes were included. Besides the agreement between tests, the correlation between FM 100H and Optopad outcomes were investigated. Multiple regression analysis was used to predict the total error score (TES) from contrast thresholds measured with the Optopad test.

Results

The Ishihara and Optopad tests detected the same anomalous patients. Concerning FM 100H vs. Optopad, 10 subjects were diagnosed as anomalous with both tests, 3 mild anomalous cases based on TES were classified as normal with Optopad, and 2 anomalous subjects based on Optopad test showed normal TES values. Statistically significant correlations of TES and partial error red-green (PTESRG) with thresholds measured with the red-green Optopad stimuli were found. A multiple quadratic regression model was obtained relating TES and chromatic contrast values from Optopad (R2 = 0.855), with only 13 cases showing residuals of ≥ 25 units.

Conclusions

The design and implementation of a chromatic contrast discrimination test has been carried out, with promising clinical results. This test seems to provide comparable outcomes to those obtained with Ishihara and FM 100H tests.
Appendix
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Literature
1.
go back to reference Black JM, Jacobs RJ, Phillips G, Chen L, Tan E, Tran A, Thompson B (2013) An assessment of the iPad as a testing platform for distance visual acuity in adults. BMJ Open 3(6)CrossRef Black JM, Jacobs RJ, Phillips G, Chen L, Tan E, Tran A, Thompson B (2013) An assessment of the iPad as a testing platform for distance visual acuity in adults. BMJ Open 3(6)CrossRef
2.
go back to reference Kollbaum PS, Jansen ME, Kollbaum EJ, Bullimore MA (2014) Validation of an iPad test of letter contrast sensitivity. Optom Vis Sci 91:291–296PubMed Kollbaum PS, Jansen ME, Kollbaum EJ, Bullimore MA (2014) Validation of an iPad test of letter contrast sensitivity. Optom Vis Sci 91:291–296PubMed
3.
go back to reference Obradovic IV, Cappelli R, Priluck JC, Chalam KV, Grover S (2012) Comparison of color vision testing by standard Ishihara Color Plates versus iPad version. Invest Ophthalmol Vis Sci 53:E-Abstract 6394 Obradovic IV, Cappelli R, Priluck JC, Chalam KV, Grover S (2012) Comparison of color vision testing by standard Ishihara Color Plates versus iPad version. Invest Ophthalmol Vis Sci 53:E-Abstract 6394
4.
go back to reference LC Nguyen, E Yi-Luen Do, A Chia, Y Wang, H Benn-Lird Duh (2014) DoDo Game, a color vision deficiency screening test for young children. Paper presented at the ACM CHI Conference on Human Factors in Computing Systems, Toronto, 26 April-1 May 2014 LC Nguyen, E Yi-Luen Do, A Chia, Y Wang, H Benn-Lird Duh (2014) DoDo Game, a color vision deficiency screening test for young children. Paper presented at the ACM CHI Conference on Human Factors in Computing Systems, Toronto, 26 April-1 May 2014
5.
go back to reference de Fez D, Luque MJ, Garcia-Domene MC, Camps V, Piñero D (2016) Colorimetric characterization of mobile devices for vision applications. Optom Vis Sci 93:85–93PubMed de Fez D, Luque MJ, Garcia-Domene MC, Camps V, Piñero D (2016) Colorimetric characterization of mobile devices for vision applications. Optom Vis Sci 93:85–93PubMed
7.
go back to reference García-Domene MC, Luque MJ, de Fez MD (2015) Software [design of a campimeter of incremental threshold for projection]. Property registration 09 / 2015 / 447; University of Alicante, Spain García-Domene MC, Luque MJ, de Fez MD (2015) Software [design of a campimeter of incremental threshold for projection]. Property registration 09 / 2015 / 447; University of Alicante, Spain
8.
go back to reference Stokes M, Fairchild MD, Berns RS (1992) Precision requirements for digital color reproduction. ACM Trans Graph 11:406–422CrossRef Stokes M, Fairchild MD, Berns RS (1992) Precision requirements for digital color reproduction. ACM Trans Graph 11:406–422CrossRef
9.
go back to reference Luo MR, Cui G, Rigg B (2001) The development of the CIE 2000 colour-difference formulaCIEDE2000. Color Res Appl 26:340–350CrossRef Luo MR, Cui G, Rigg B (2001) The development of the CIE 2000 colour-difference formulaCIEDE2000. Color Res Appl 26:340–350CrossRef
10.
go back to reference Day EA, Taplin L, Berns RS (2004) Colorimetric characterization of a computer-controlled liquid crystal display. Color Res Appl 29:365Y73CrossRef Day EA, Taplin L, Berns RS (2004) Colorimetric characterization of a computer-controlled liquid crystal display. Color Res Appl 29:365Y73CrossRef
11.
go back to reference de Fez MD, Luque MJ, García-Domene MC, Caballero MT, Camps VJ (2018) Can applications designed to evaluate visual function be used in different iPads? Optom Vis Sci de Fez MD, Luque MJ, García-Domene MC, Caballero MT, Camps VJ (2018) Can applications designed to evaluate visual function be used in different iPads? Optom Vis Sci
13.
14.
go back to reference Birch J (1991) Colour vision tests: general classification. Vol 7 in Vision and visual dysfunction. General editor Cronly-Dillon JR, MacMillan Press, Boca Raton, FL Birch J (1991) Colour vision tests: general classification. Vol 7 in Vision and visual dysfunction. General editor Cronly-Dillon JR, MacMillan Press, Boca Raton, FL
15.
go back to reference Kinnear PR, Sahraie A (2002) New Farnsworth-Munsell 100 hue test norms of normal observers for each year of age 5-22 and for age decades 30-70. Br J Ophthalmol 86:1408–1411CrossRef Kinnear PR, Sahraie A (2002) New Farnsworth-Munsell 100 hue test norms of normal observers for each year of age 5-22 and for age decades 30-70. Br J Ophthalmol 86:1408–1411CrossRef
16.
go back to reference Vingrys AJ, Atchison DA, Bowman KJ (1992) The use of colour difference vectors in diagnosing congenital colour vision deficiencies with the Farnsworth-Munsell 100-hue test. Ophthalmic Physiol Opt 12:38–45PubMed Vingrys AJ, Atchison DA, Bowman KJ (1992) The use of colour difference vectors in diagnosing congenital colour vision deficiencies with the Farnsworth-Munsell 100-hue test. Ophthalmic Physiol Opt 12:38–45PubMed
17.
go back to reference Smith VC, Pokorny J, Pass AS (1985) Color-axis determination on the Farnsworth-Munsell 100-hue test. Am J Ophthalmol 100:176–182CrossRef Smith VC, Pokorny J, Pass AS (1985) Color-axis determination on the Farnsworth-Munsell 100-hue test. Am J Ophthalmol 100:176–182CrossRef
18.
go back to reference Mäntyjärvi M (2001) Normal test scores in the Farnsworth–Munsell 100 hue test. Doc Ophthalmol 102:73–80CrossRef Mäntyjärvi M (2001) Normal test scores in the Farnsworth–Munsell 100 hue test. Doc Ophthalmol 102:73–80CrossRef
20.
go back to reference Kitahara K, Kandatsu A (1985) Determining a standard for the FM 100-hue test in cases where there may or may not be a clear orientation axis of the hue errors. Nippon Ganka Gakkai Zasshi 89:10891093 Kitahara K, Kandatsu A (1985) Determining a standard for the FM 100-hue test in cases where there may or may not be a clear orientation axis of the hue errors. Nippon Ganka Gakkai Zasshi 89:10891093
21.
go back to reference Dain SJ, Birch J (1987) An averaging method for the interpretation of the farnsworth-munsell 100-hue test—I. congenital colour vision defects. Ophthalmic Physiol Opt 7:267–280PubMed Dain SJ, Birch J (1987) An averaging method for the interpretation of the farnsworth-munsell 100-hue test—I. congenital colour vision defects. Ophthalmic Physiol Opt 7:267–280PubMed
22.
go back to reference Barton FB, Fong DS, Knatterud GL (2004) Classification of Farnsworth-Munsell 100-hue test results in the early treatment diabetic retinopathy study. Am J Ophthalmol 138:119–124CrossRef Barton FB, Fong DS, Knatterud GL (2004) Classification of Farnsworth-Munsell 100-hue test results in the early treatment diabetic retinopathy study. Am J Ophthalmol 138:119–124CrossRef
23.
go back to reference Smith VC, Pokorny J (1996) The design and use of a cone chromaticity space: a tutorial. Color Res Appl 21:375–383CrossRef Smith VC, Pokorny J (1996) The design and use of a cone chromaticity space: a tutorial. Color Res Appl 21:375–383CrossRef
24.
go back to reference Boynton RM (1986) A system of photometry and colorimetry based on cone excitations. Color Res Appl 11:244–252CrossRef Boynton RM (1986) A system of photometry and colorimetry based on cone excitations. Color Res Appl 11:244–252CrossRef
25.
go back to reference Capilla P, Díez-Ajenjo MA, Luque MJ, Malo J (2004) Corresponding-pair procedure: a new approach to simulation of dichromatic color perception. J Opt Soc Am A Opt Image Sci Vis 21:176–186CrossRef Capilla P, Díez-Ajenjo MA, Luque MJ, Malo J (2004) Corresponding-pair procedure: a new approach to simulation of dichromatic color perception. J Opt Soc Am A Opt Image Sci Vis 21:176–186CrossRef
26.
go back to reference Derrington AM, Krauskopf J, Lennie P (1984) Chromatic mechanisms in lateral geniculate nucleus of macaque. J Physiol 357:241–265CrossRef Derrington AM, Krauskopf J, Lennie P (1984) Chromatic mechanisms in lateral geniculate nucleus of macaque. J Physiol 357:241–265CrossRef
28.
go back to reference Vingrys AJ, King-Smith PE (1988) A quantitative scoring technique for panel tests of color vision. Invest Ophthalmol Vis Sci 29:50–63PubMed Vingrys AJ, King-Smith PE (1988) A quantitative scoring technique for panel tests of color vision. Invest Ophthalmol Vis Sci 29:50–63PubMed
29.
go back to reference Regan BC, Reffin JP, Mollon JD (1994) Luminance noise and the rapid determination of discrimination ellipses in colour deficiency. Vis Res 34:1279–1299CrossRef Regan BC, Reffin JP, Mollon JD (1994) Luminance noise and the rapid determination of discrimination ellipses in colour deficiency. Vis Res 34:1279–1299CrossRef
30.
go back to reference Barbur JL, Rodriguez-Carmona M, Harlow A (2006) Establishing the statistical limits of “normal” chromatic sensitivity. Paper presented at the CIE Expert Symposium, National Research Council of Canada, Ottawa, 16-17 May 2006 Barbur JL, Rodriguez-Carmona M, Harlow A (2006) Establishing the statistical limits of “normal” chromatic sensitivity. Paper presented at the CIE Expert Symposium, National Research Council of Canada, Ottawa, 16-17 May 2006
31.
go back to reference Arden GB, Gunduz K, Perry S (1988) Colour vision testing with a computer graphics system. Clin Vis Sci 2:303–320 Arden GB, Gunduz K, Perry S (1988) Colour vision testing with a computer graphics system. Clin Vis Sci 2:303–320
32.
go back to reference Arden GB, Wolf JE (2004) Colour vision testing as an aid diagnosis and management of age related maculopathy. Br J Ophthalmol 88:1180–1185CrossRef Arden GB, Wolf JE (2004) Colour vision testing as an aid diagnosis and management of age related maculopathy. Br J Ophthalmol 88:1180–1185CrossRef
33.
go back to reference O’Neill-Biba M, Sivaprasad S, Rodriguez-Carmona M, Wolf JE, Barbur JL (2010) Loss of chromatic sensitivity in AMD and diabetes: a comparative study. Ophthalmic Physiol Opt 30:705–716CrossRef O’Neill-Biba M, Sivaprasad S, Rodriguez-Carmona M, Wolf JE, Barbur JL (2010) Loss of chromatic sensitivity in AMD and diabetes: a comparative study. Ophthalmic Physiol Opt 30:705–716CrossRef
34.
go back to reference Rabin J, Gooch J, Ivan D (2011) Rapid quantification of color vision: the cone contrast test. Investig Ophthalmol Vis Sci 52:816–820CrossRef Rabin J, Gooch J, Ivan D (2011) Rapid quantification of color vision: the cone contrast test. Investig Ophthalmol Vis Sci 52:816–820CrossRef
35.
go back to reference Rodríguez-Carmona M, Sharpe LT, Harlow JA, Barbur JL (2008) Sex-related differences in chromatic sensitivity. Vis Neurosci 25:433–440CrossRef Rodríguez-Carmona M, Sharpe LT, Harlow JA, Barbur JL (2008) Sex-related differences in chromatic sensitivity. Vis Neurosci 25:433–440CrossRef
36.
go back to reference Birch J (1997) Efficiency of the Ishihara test for identifying red-green colour deficiency. Ophthalmic Physiol Opt 17:403–408CrossRef Birch J (1997) Efficiency of the Ishihara test for identifying red-green colour deficiency. Ophthalmic Physiol Opt 17:403–408CrossRef
37.
go back to reference Birch J (1989) Use of the Farnsworth-Munsell 100 hue test in the examination of congenital colour vision defects. Ophthalmic Physiol Opt 9:156–162CrossRef Birch J (1989) Use of the Farnsworth-Munsell 100 hue test in the examination of congenital colour vision defects. Ophthalmic Physiol Opt 9:156–162CrossRef
38.
go back to reference Seshadri J, Christensen J, Lakshminarayanan V, Bassi CJ (2005) Evaluation of the new web-based “colour assessment and diagnosis” test. Optom Vis Sci 82:882–885CrossRef Seshadri J, Christensen J, Lakshminarayanan V, Bassi CJ (2005) Evaluation of the new web-based “colour assessment and diagnosis” test. Optom Vis Sci 82:882–885CrossRef
39.
go back to reference Viliunas V, Lukauskiene R, Svegzda A, Zukauskas A (2006) End-box scoring artefact evaluation of the Farnsworth-Munsell 100-hue colour vision test. Ophthalmic Physiol Opt 26:580–586CrossRef Viliunas V, Lukauskiene R, Svegzda A, Zukauskas A (2006) End-box scoring artefact evaluation of the Farnsworth-Munsell 100-hue colour vision test. Ophthalmic Physiol Opt 26:580–586CrossRef
Metadata
Title
New iPAD-based test for the detection of color vision deficiencies
Authors
Dolores de Fez
María José Luque
Lucía Matea
David P. Piñero
Vicente J. Camps
Publication date
01-12-2018
Publisher
Springer Berlin Heidelberg
Published in
Graefe's Archive for Clinical and Experimental Ophthalmology / Issue 12/2018
Print ISSN: 0721-832X
Electronic ISSN: 1435-702X
DOI
https://doi.org/10.1007/s00417-018-4154-y

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