NPPB and atrial fibrillation: Formal internal validation was not performed.<h4>Conclusion</h4>The derivation-cohort risk prediction nomogram based on P-wave ECG indicators combined with serum BNP demonstrates potential value for estimating early recurrence after AF radiofrequency ablation.