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Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration
We provide an automated analysis of the pigment epithelial detachments (PEDs) in neovascular age-related macular degeneration (nAMD) and estimate areas of serous, neovascular, and fibrous tissues within PEDs. A retrospective analysis of high-definition spectral-domain OCT B-scans from 43 eyes of 37...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9807558/ https://www.ncbi.nlm.nih.gov/pubmed/36593323 http://dx.doi.org/10.1038/s41598-022-27078-x |
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author | Selvam, Amrish Singh, Sumit Randhir Arora, Supriya Patel, Manan Kuchhal, Arnim Shah, Stavan Ong, Joshua Rasheed, Mohammed Abdul Manne, Shanmukh Reddy Ibrahim, Mohammed Nasar Sahel, José-Alain Vupparaboina, Kiran Kumar Chhablani, Jay |
author_facet | Selvam, Amrish Singh, Sumit Randhir Arora, Supriya Patel, Manan Kuchhal, Arnim Shah, Stavan Ong, Joshua Rasheed, Mohammed Abdul Manne, Shanmukh Reddy Ibrahim, Mohammed Nasar Sahel, José-Alain Vupparaboina, Kiran Kumar Chhablani, Jay |
author_sort | Selvam, Amrish |
collection | PubMed |
description | We provide an automated analysis of the pigment epithelial detachments (PEDs) in neovascular age-related macular degeneration (nAMD) and estimate areas of serous, neovascular, and fibrous tissues within PEDs. A retrospective analysis of high-definition spectral-domain OCT B-scans from 43 eyes of 37 patients with nAMD with presence of fibrovascular PED was done. PEDs were manually segmented and then filtered using 2D kernels to classify pixels within the PED as serous, neovascular, or fibrous. A set of PED composition indices were calculated on a per-image basis using relative PED area of serous (PEDCI-S), neovascular (PEDCI-N), and fibrous (PEDCI-F) tissue. Accuracy of segmentation and classification within the PED were graded in masked fashion. Mean overall intra-observer repeatability and inter-observer reproducibility were 0.86 ± 0.07 and 0.86 ± 0.03 respectively using intraclass correlations. The mean graded scores were 96.99 ± 8.18, 92.12 ± 7.97, 91.48 ± 8.93, and 92.29 ± 8.97 for segmentation, serous, neovascular, and fibrous respectively. Mean (range) PEDCI-S, PEDCI-N, and PEDCI-F were 0.253 (0–0.952), 0.554 (0–1), and 0.193 (0–0.693). A kernel-based image processing approach demonstrates potential for approximating PED composition. Evaluating follow up changes during nAMD treatment with respect to PEDCI would be useful for further clinical applications. |
format | Online Article Text |
id | pubmed-9807558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98075582023-01-04 Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration Selvam, Amrish Singh, Sumit Randhir Arora, Supriya Patel, Manan Kuchhal, Arnim Shah, Stavan Ong, Joshua Rasheed, Mohammed Abdul Manne, Shanmukh Reddy Ibrahim, Mohammed Nasar Sahel, José-Alain Vupparaboina, Kiran Kumar Chhablani, Jay Sci Rep Article We provide an automated analysis of the pigment epithelial detachments (PEDs) in neovascular age-related macular degeneration (nAMD) and estimate areas of serous, neovascular, and fibrous tissues within PEDs. A retrospective analysis of high-definition spectral-domain OCT B-scans from 43 eyes of 37 patients with nAMD with presence of fibrovascular PED was done. PEDs were manually segmented and then filtered using 2D kernels to classify pixels within the PED as serous, neovascular, or fibrous. A set of PED composition indices were calculated on a per-image basis using relative PED area of serous (PEDCI-S), neovascular (PEDCI-N), and fibrous (PEDCI-F) tissue. Accuracy of segmentation and classification within the PED were graded in masked fashion. Mean overall intra-observer repeatability and inter-observer reproducibility were 0.86 ± 0.07 and 0.86 ± 0.03 respectively using intraclass correlations. The mean graded scores were 96.99 ± 8.18, 92.12 ± 7.97, 91.48 ± 8.93, and 92.29 ± 8.97 for segmentation, serous, neovascular, and fibrous respectively. Mean (range) PEDCI-S, PEDCI-N, and PEDCI-F were 0.253 (0–0.952), 0.554 (0–1), and 0.193 (0–0.693). A kernel-based image processing approach demonstrates potential for approximating PED composition. Evaluating follow up changes during nAMD treatment with respect to PEDCI would be useful for further clinical applications. Nature Publishing Group UK 2023-01-02 /pmc/articles/PMC9807558/ /pubmed/36593323 http://dx.doi.org/10.1038/s41598-022-27078-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Selvam, Amrish Singh, Sumit Randhir Arora, Supriya Patel, Manan Kuchhal, Arnim Shah, Stavan Ong, Joshua Rasheed, Mohammed Abdul Manne, Shanmukh Reddy Ibrahim, Mohammed Nasar Sahel, José-Alain Vupparaboina, Kiran Kumar Chhablani, Jay Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration |
title | Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration |
title_full | Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration |
title_fullStr | Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration |
title_full_unstemmed | Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration |
title_short | Pigment epithelial detachment composition indices (PEDCI) in neovascular age-related macular degeneration |
title_sort | pigment epithelial detachment composition indices (pedci) in neovascular age-related macular degeneration |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9807558/ https://www.ncbi.nlm.nih.gov/pubmed/36593323 http://dx.doi.org/10.1038/s41598-022-27078-x |
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