Profiling of kidney involvement in systemic lupus erythematosus by deep learning using the National Database of Designated Incurable Diseases of Japan.

Tomonori KimuraHidekazu IkeuchiMitsuaki YoshinoRyuichi SakateShoichi MaruyamaIchiei NaritaKeiju Hiromura

Published in: Clinical and experimental nephrology (2023)

Although there are various combinations of SLE manifestations, our study revealed that some of them are specific to kidney involvement. SLE profiles extracted from the objective analysis will be useful for categorizing SLE manifestations.

Keyphrases

systemic lupus erythematosus
disease activity
deep learning
single cell
rheumatoid arthritis
quality improvement
machine learning
emergency department
convolutional neural network
data analysis