Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps

An original strategy is presented, combining stereological sampling methods based on test grids and data reduction methods based on diffusion maps, in order to build a knowledge image database with no bias introduced by a subjective choice of exploration areas. The practical application of the expos...

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Detalles Bibliográficos
Autores principales: Belhomme, Philippe, Oger, Myriam, Michels, Jean-Jaques, Plancoulaine, Benoit, Herlin, Paulette
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3073221/
https://www.ncbi.nlm.nih.gov/pubmed/21489198
http://dx.doi.org/10.1186/1746-1596-6-S1-S3
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author Belhomme, Philippe
Oger, Myriam
Michels, Jean-Jaques
Plancoulaine, Benoit
Herlin, Paulette
author_facet Belhomme, Philippe
Oger, Myriam
Michels, Jean-Jaques
Plancoulaine, Benoit
Herlin, Paulette
author_sort Belhomme, Philippe
collection PubMed
description An original strategy is presented, combining stereological sampling methods based on test grids and data reduction methods based on diffusion maps, in order to build a knowledge image database with no bias introduced by a subjective choice of exploration areas. The practical application of the exposed methodology concerns virtual slides of breast tumors.
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spelling pubmed-30732212011-04-12 Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps Belhomme, Philippe Oger, Myriam Michels, Jean-Jaques Plancoulaine, Benoit Herlin, Paulette Diagn Pathol Proceedings An original strategy is presented, combining stereological sampling methods based on test grids and data reduction methods based on diffusion maps, in order to build a knowledge image database with no bias introduced by a subjective choice of exploration areas. The practical application of the exposed methodology concerns virtual slides of breast tumors. BioMed Central 2011-03-30 /pmc/articles/PMC3073221/ /pubmed/21489198 http://dx.doi.org/10.1186/1746-1596-6-S1-S3 Text en Copyright ©2011 Belhomme et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Proceedings
Belhomme, Philippe
Oger, Myriam
Michels, Jean-Jaques
Plancoulaine, Benoit
Herlin, Paulette
Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
title Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
title_full Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
title_fullStr Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
title_full_unstemmed Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
title_short Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
title_sort towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
topic Proceedings
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3073221/
https://www.ncbi.nlm.nih.gov/pubmed/21489198
http://dx.doi.org/10.1186/1746-1596-6-S1-S3
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