Deep Learning–Based Histopathologic Assessment of Kidney Tissue

BACKGROUND: The development of deep neural networks is facilitating more advanced digital analysis of histopathologic images. We trained a convolutional neural network for multiclass segmentation of digitized kidney tissue sections stained with periodic acid–Schiff (PAS). METHODS: We trained the net...

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Detalhes bibliográficos
Publicado no:J Am Soc Nephrol
Main Authors: Hermsen, Meyke, de Bel, Thomas, den Boer, Marjolijn, Steenbergen, Eric J., Kers, Jesper, Florquin, Sandrine, Roelofs, Joris J. T. H., Stegall, Mark D., Alexander, Mariam P., Smith, Byron H., Smeets, Bart, Hilbrands, Luuk B., van der Laak, Jeroen A. W. M.
Formato: Artigo
Idioma:Inglês
Publicado em: American Society of Nephrology 2019
Assuntos:
Clinical Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6779356/
https://ncbi.nlm.nih.gov/pubmed/31488607
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1681/ASN.2019020144
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