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Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor
Based on wavefront sensor images an objective and quantitative method is presented for characterising cataract. By separating direct and scattered light in the focal plane of the microlenses, the new procedure is able to make two-dimensional maps of the spatial variation of scattering properties in...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387518/ https://www.ncbi.nlm.nih.gov/pubmed/32724118 http://dx.doi.org/10.1038/s41598-020-69321-3 |
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author | Holló, Csaba Tamás Miháltz, Kata Kurucz, Máté Csorba, Anita Kránitz, Kinga Kovács, Illés Nagy, Zoltán Zsolt Erdei, Gábor |
author_facet | Holló, Csaba Tamás Miháltz, Kata Kurucz, Máté Csorba, Anita Kránitz, Kinga Kovács, Illés Nagy, Zoltán Zsolt Erdei, Gábor |
author_sort | Holló, Csaba Tamás |
collection | PubMed |
description | Based on wavefront sensor images an objective and quantitative method is presented for characterising cataract. By separating direct and scattered light in the focal plane of the microlenses, the new procedure is able to make two-dimensional maps of the spatial variation of scattering properties in the crystalline lens, and also provides a single figure descriptive for the whole eye. The developed evaluation algorithm successfully quantifies cataract, especially that of nuclear type. To demonstrate its operation, a custom-built measurement setup was constructed using a Shack-Hartmann wavefront sensor with [Formula: see text] microlenses to capture 12-bit images of the pupil plane, and a superluminescent diode of 830 nm wavelength as a light source. Slit-lamp clinical measurements served as reference for calibration and to estimate the accuracy of the new method. The tests were carried out on 78 eyes with cataract in different progression state ranging from healthy to above 5 on the LOCS III scale. The residual error of the calibration (i.e. the standard deviation of difference between clinical reference and our algorithmic characterisation) turned out to be [Formula: see text] category on the LOCS III N scale, which approximates the [Formula: see text] precision of classic cataract measurements carried out with the greatest care. |
format | Online Article Text |
id | pubmed-7387518 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-73875182020-07-29 Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor Holló, Csaba Tamás Miháltz, Kata Kurucz, Máté Csorba, Anita Kránitz, Kinga Kovács, Illés Nagy, Zoltán Zsolt Erdei, Gábor Sci Rep Article Based on wavefront sensor images an objective and quantitative method is presented for characterising cataract. By separating direct and scattered light in the focal plane of the microlenses, the new procedure is able to make two-dimensional maps of the spatial variation of scattering properties in the crystalline lens, and also provides a single figure descriptive for the whole eye. The developed evaluation algorithm successfully quantifies cataract, especially that of nuclear type. To demonstrate its operation, a custom-built measurement setup was constructed using a Shack-Hartmann wavefront sensor with [Formula: see text] microlenses to capture 12-bit images of the pupil plane, and a superluminescent diode of 830 nm wavelength as a light source. Slit-lamp clinical measurements served as reference for calibration and to estimate the accuracy of the new method. The tests were carried out on 78 eyes with cataract in different progression state ranging from healthy to above 5 on the LOCS III scale. The residual error of the calibration (i.e. the standard deviation of difference between clinical reference and our algorithmic characterisation) turned out to be [Formula: see text] category on the LOCS III N scale, which approximates the [Formula: see text] precision of classic cataract measurements carried out with the greatest care. Nature Publishing Group UK 2020-07-28 /pmc/articles/PMC7387518/ /pubmed/32724118 http://dx.doi.org/10.1038/s41598-020-69321-3 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Holló, Csaba Tamás Miháltz, Kata Kurucz, Máté Csorba, Anita Kránitz, Kinga Kovács, Illés Nagy, Zoltán Zsolt Erdei, Gábor Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor |
title | Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor |
title_full | Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor |
title_fullStr | Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor |
title_full_unstemmed | Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor |
title_short | Objective quantification and spatial mapping of cataract with a Shack-Hartmann wavefront sensor |
title_sort | objective quantification and spatial mapping of cataract with a shack-hartmann wavefront sensor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7387518/ https://www.ncbi.nlm.nih.gov/pubmed/32724118 http://dx.doi.org/10.1038/s41598-020-69321-3 |
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