Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks

BACKGROUND AND OBJECTIVES: Immunohistopathology is an essential technique in the diagnostic workflow of a kidney biopsy. Deep learning is an effective tool in the elaboration of medical imaging. We wanted to evaluate the role of a convolutional neural network as a support tool for kidney immunofluor...

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Pubblicato in:Clin J Am Soc Nephrol
Autori principali: Ligabue, Giulia, Pollastri, Federico, Fontana, Francesco, Leonelli, Marco, Furci, Luciana, Giovanella, Silvia, Alfano, Gaetano, Cappelli, Gianni, Testa, Francesca, Bolelli, Federico, Grana, Costantino, Magistroni, Riccardo
Natura: Artigo
Lingua:Inglês
Pubblicazione: American Society of Nephrology 2020
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Original Articles
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7536749/
https://ncbi.nlm.nih.gov/pubmed/32938617
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2215/CJN.03210320
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