Deep Feature Representations for Variable-sized Regions of Interest in Breast Histopathology

OBJECTIVE: Modeling variable-sized regions of interest (ROIs) in whole slide images using deep convolutional networks is a challenging task, as these networks typically require fixed-sized inputs that should contain sufficient structural and contextual information for classification. We propose a de...

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Detaylı Bibliyografya
Yayımlandı:IEEE J Biomed Health Inform
Asıl Yazarlar: Mercan, Caner, Aygunes, Bulut, Aksoy, Selim, Mercan, Ezgi, Shapiro, Linda G., Weaver, Donald L., Elmore, Joann G.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2021
Konular:
Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC8274968/
https://ncbi.nlm.nih.gov/pubmed/33166257
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2020.3036734
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