Can machine learning models support physicians in systemic lupus erythematosus diagnosis? Results from a monocentric cohort.

In the present study, in order to facilitate early diagnosis, we employed ML models to identify the stronger predictors for SLE. In our opinion, the recognition of these features, by providing SLE "redflags", could help not only the rheumatologist but also the general practitioners.