Statistical Analysis
Statistical analysis was performed using IBM SPSS Version 26 (Chicago,
IL). Baseline patient characteristics were evaluated across patient
groups; categorical variables were analyzed using Chi-square testing,
and continuous variables were analyzed by two-tailed t-tests. Univariate
and multivariate regression analyses were used to determine whether
specific clinical and echocardiographic parameters could identify
patients at risk for developing AF.