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

Giulia LigabueFederico PollastriFrancesco FontanaMarco LeonelliLuciana FurciSilvia GiovanellaGaetano AlfanoGianni CappelliFrancesca TestaFederico BolelliCostantino GranaRiccardo Magistroni
Published in: Clinical journal of the American Society of Nephrology : CJASN (2020)
The data showed that the accuracy of convolutional neural networks is comparable with that of pathologists experienced in the field.
Keyphrases
  • convolutional neural network
  • deep learning
  • machine learning
  • artificial intelligence
  • electronic health record
  • big data
  • ultrasound guided