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Open Access 01-12-2011 | Proceedings

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

Authors: Philippe Belhomme, Myriam Oger, Jean-Jaques Michels, Benoit Plancoulaine, Paulette Herlin

Published in: Diagnostic Pathology | Special Issue 1/2011

Abstract

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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Title: Towards a computer aided diagnosis system dedicated to virtual microscopy based on stereology sampling and diffusion maps
Authors: Philippe Belhomme
Myriam Oger
Jean-Jaques Michels
Benoit Plancoulaine
Paulette Herlin
Publication date: 01-12-2011
Publisher: BioMed Central
Published in: Diagnostic Pathology / Issue Special Issue 1/2011
Electronic ISSN: 1746-1596
DOI: https://doi.org/10.1186/1746-1596-6-S1-S3

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

Abstract

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Abstract

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