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Deep fusion of contextual and object-based representations for delineation of multiple nuclear phenotypes

MOTIVATION: Nuclear delineation and phenotypic profiling are important steps in the automated analysis of histology sections. However, these are challenging problems due to (i) technical variations (e.g. fixation, staining) that originate as a result of sample preparation; (ii) biological heterogene...

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Publicat a:Bioinformatics
Autors principals: Khoshdeli, Mina, Winkelmaier, Garrett, Parvin, Bahram
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6853689/
https://ncbi.nlm.nih.gov/pubmed/31135022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz430
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