Development and testing of an artificial intelligence tool for predicting end stage kidney disease in patients with immunoglobulin A nephropathy

Francesco Paolo Schena
Francesco Paolo Schena
Vito Walter Anelli
Vito Walter Anelli
Joseph Trotta
Joseph Trotta
Maria Luisa Russo
Maria Luisa Russo

Kidney international, 2020.

Cited by: 0|Bibtex|Views4|Links
WOS
Keywords:
Artificial Neural NetworksClinical Decision Support SystemEnd-Stage Renal DiseaseIgA NephropathyJoint modelsMore(1+)

Abstract:

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

Code:

Data:

Your rating :
0

 

Tags
Comments