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
Descripción
Sumario: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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