Renal histology across the stages of chronic kidney disease.

Francesco TrevisaniFederico Di MarcoUmberto CapitanioGiacomo Dell'AntonioAlessandra CinqueAlessandro LarcherRoberta LucianòArianna BettigaRiccardo VagoAlberto BrigantiAndrea SaloniaFrancesco MontorsiEsteban Porrini

Published in: Journal of nephrology (2021)

The variability of kidney histology observed within each CKD stage is not negligible. This may limit the reliability of the current CKD classification. More research is needed to clarify the relationship between CKD stages and kidney damage.

Keyphrases

chronic kidney disease
end stage renal disease
machine learning
deep learning