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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Bibliografske podrobnosti
izdano v: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.
Format: Artigo
Jezik:Inglês
Izdano: American Society of Nephrology 2019
Teme:
Clinical Research
Online dostop: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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