Deep learning automation of MEST-C classification in IgA nephropathy.

Adrien JaugeyElise MaréchalGeorges TarrisMichel PaindavoineLaurent MartinMelchior ChabannesMathilde Funes de la VegaMélanie ChaintreuilColine RobierDidier DuclouxThomas CrépinSophie FelixAmélie JacqDoris CalmoClaire TinelGilbert ZanettaJean-Michel RebibouMathieu Legendre

Published in: Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association (2023)

This work highlights the possibility of automated recognition and quantification of each element of the MEST-C classification using Deep Learning methods.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
high throughput