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Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases

BACKGROUND: Deep learning (DL) is a representation learning approach ideally suited for image analysis challenges in digital pathology (DP). The variety of image analysis tasks in the context of DP includes detection and counting (e.g., mitotic events), segmentation (e.g., nuclei), and tissue classi...

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Detalhes bibliográficos
Publicado no:J Pathol Inform
Main Authors: Janowczyk, Andrew, Madabhushi, Anant
Formato: Artigo
Idioma:Inglês
Publicado em: Medknow Publications & Media Pvt Ltd 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4977982/
https://ncbi.nlm.nih.gov/pubmed/27563488
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4103/2153-3539.186902
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