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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...

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Detalles Bibliográficos
Autores principales: Tani, Shinsuke, Fukunaga, Yasuhiro, Shimizu, Saori, Fukunishi, Munenori, Ishii, Kensuke, Tamiya, Kosei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2012
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.
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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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