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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Detalles Bibliográficos
Publicado en:J Am Soc Nephrol
Autores principales: 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
Lenguaje:Inglês
Publicado: American Society of Nephrology 2019
Materias:
Clinical Research
Acceso en línea: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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