Comparison of the 2018 and 2003 International Society of Nephrology/Renal Pathology Society classification in terms of renal prognosis in patients of lupus nephritis: a retrospective cohort study.

Ryosuke Umeda Soshiro OgataShigeo HaraKazuo TakahashiDaijo InagumaMidori HasegawaHidetaka YasuokaYukio YuzawaHiroki Hayashi Naotake Tsuboi

Published in: Arthritis research & therapy (2020)

This study demonstrates that the 2018 revised ISN/RPS classification was more useful in terms of association with renal prognosis compared to the 2003 ISN/RPS classification.

Keyphrases

deep learning
machine learning
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
prognostic factors
patient reported outcomes