Amyloidosis secondary to familial Mediterranean fever: machine learning-based prediction models.
FMF is a monogenic autoinflammatory disease caused by MEFV mutations, with amyloidosis as its most severe complication. This study aimed to compare logistic regression, random forest, and gradient-boosting models to predict amyloidosis in FMF patients. Patients with FMF diagnose…