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Scale normalization of histopathological images for batch invariant cancer diagnostic models

Histopathological images acquired from different experimental set-ups often suffer from batch-effects due to color variations and scale variations. In this paper, we develop a novel scale normalization model for histopathological images based on nuclear area distributions. Results indicate that the...

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Detalhes bibliográficos
Publicado no:Conf Proc IEEE Eng Med Biol Soc
Main Authors: Kothari, Sonal, Phan, John H., Wang, May D.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4983416/
https://ncbi.nlm.nih.gov/pubmed/23366904
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2012.6346943
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