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Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing
In the field of whole slide imaging, the imaging device or staining process cause color variations for each slide that affect the result of image analysis made by pathologist. In order to stabilize the analysis, we developed a color standardization method and system as described below: 1) Color stan...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605804/ https://www.ncbi.nlm.nih.gov/pubmed/22002723 http://dx.doi.org/10.3233/ACP-2011-0037 |
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author | Tani, Shinsuke Fukunaga, Yasuhiro Shimizu, Saori Fukunishi, Munenori Ishii, Kensuke Tamiya, Kosei |
author_facet | Tani, Shinsuke Fukunaga, Yasuhiro Shimizu, Saori Fukunishi, Munenori Ishii, Kensuke Tamiya, Kosei |
author_sort | Tani, Shinsuke |
collection | PubMed |
description | In the field of whole slide imaging, the imaging device or staining process cause color variations for each slide that affect the result of image analysis made by pathologist. In order to stabilize the analysis, we developed a color standardization method and system as described below: 1) Color standardization method based on RGB imaging and multi spectral sensing, which utilize less band (16 bands) than conventional method (60 bands), 2) High speed spectral sensing module. As a result, we confirmed the following effect: 1) We confirmed the performance improvement of nucleus detection by the color standardization. And we can conduct without training data set which is needed in conventional method, 2) We can get detection performance of H&E component equivalent to conventional method (60 bands). And measurement process is more than 255 times faster. |
format | Online Article Text |
id | pubmed-4605804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-46058042015-12-13 Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing Tani, Shinsuke Fukunaga, Yasuhiro Shimizu, Saori Fukunishi, Munenori Ishii, Kensuke Tamiya, Kosei Anal Cell Pathol (Amst) Other In the field of whole slide imaging, the imaging device or staining process cause color variations for each slide that affect the result of image analysis made by pathologist. In order to stabilize the analysis, we developed a color standardization method and system as described below: 1) Color standardization method based on RGB imaging and multi spectral sensing, which utilize less band (16 bands) than conventional method (60 bands), 2) High speed spectral sensing module. As a result, we confirmed the following effect: 1) We confirmed the performance improvement of nucleus detection by the color standardization. And we can conduct without training data set which is needed in conventional method, 2) We can get detection performance of H&E component equivalent to conventional method (60 bands). And measurement process is more than 255 times faster. IOS Press 2012 2011-10-14 /pmc/articles/PMC4605804/ /pubmed/22002723 http://dx.doi.org/10.3233/ACP-2011-0037 Text en Copyright © 2012 Hindawi Publishing Corporation and the authors. |
spellingShingle | Other Tani, Shinsuke Fukunaga, Yasuhiro Shimizu, Saori Fukunishi, Munenori Ishii, Kensuke Tamiya, Kosei Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing |
title | Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing |
title_full | Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing |
title_fullStr | Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing |
title_full_unstemmed | Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing |
title_short | Color Standardization Method and System for Whole Slide Imaging Based on Spectral Sensing |
title_sort | color standardization method and system for whole slide imaging based on spectral sensing |
topic | Other |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4605804/ https://www.ncbi.nlm.nih.gov/pubmed/22002723 http://dx.doi.org/10.3233/ACP-2011-0037 |
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