Comparing two machine learning approaches in predicting lupus hospitalization using longitudinal data

Abstract Systemic lupus erythematosus (SLE) is a heterogeneous autoimmune disease characterized by flares ranging from mild to life-threatening. Severe flares and complications can require hospitalizations, which account for most of the direct costs of SLE care. This study investigates two machine l...

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Bibliographic Details
Main Authors: Yijun Zhao, Dylan Smith, April Jorge
Format: Article
Language:English
Published: Nature Portfolio 2022-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-20845-w