A gamma-gaussian mixture model for detection of mitotic cells in breast cancer histopathology images

In this paper, we propose a statistical approach for mitosis detection in breast cancer histological images. The proposed algorithm models the pixel intensities in mitotic and non-mitotic regions by a Gamma-Gaussian mixture model (GGMM) and employs a context aware post-processing (CAPP) in order to...

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Detalles Bibliográficos
Autores principales: Khan, Adnan Mujahid, ElDaly, Hesham, Rajpoot, Nasir M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2013
Materias:
Symposium - Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3709430/
https://www.ncbi.nlm.nih.gov/pubmed/23858386
http://dx.doi.org/10.4103/2153-3539.112696

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3709430/
https://www.ncbi.nlm.nih.gov/pubmed/23858386
http://dx.doi.org/10.4103/2153-3539.112696

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