Development and testing of an artificial intelligence tool for predicting end stage kidney disease in patients with immunoglobulin A nephropathy
Kidney international, 2020.
Artificial Neural NetworksClinical Decision Support SystemEnd-Stage Renal DiseaseIgA NephropathyJoint modelsMore(1+)
We have developed an artificial neural network prediction model for end-stage kidney disease (ESKD) in patients with primary immunoglobulin A nephropathy (IgAN) using a retrospective cohort of 948 patients with IgAN. Our tool is based on a two-step procedure of a classifier model that predicts ESRD, and a regression model that predicts de...More
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