NPPB and congestive heart failure: Furthermore, our results suggest that, compared with commonly used clinical heart function evaluation indicators (including the NYHA class, LVEF, and BNP level), the RSF model, which integrates multiple factors, has better predictive performance for long-term unplanned readmissions and all-cause mortality in elderly CHF patients.