Early identification of macrophage activation syndrome secondary to systemic lupus erythematosus with machine learning.
Journal:
Arthritis research & therapy
Published Date:
May 9, 2024
Abstract
OBJECTIVE: The macrophage activation syndrome (MAS) secondary to systemic lupus erythematosus (SLE) is a severe and life-threatening complication. Early diagnosis of MAS is particularly challenging. In this study, machine learning models and diagnostic scoring card were developed to aid in clinical decision-making using clinical characteristics.