openalexBMC Cardiovascular Disorders2026-07-24
Prognostic effect of polypharmacy in ambulatory patients with heart failure: a machine learning-based analysis
Zahra Hooshanginezhad, Houshang Bavandpour Karvane, Babak Mohammadi, Sepehr Nemati
Managing heart failure often involves polypharmacy, reflecting the challenge of balancing multiple treatments to achieve the best outcomes for patients. We aimed to investigate the effect of polypharmacy on survival in ambulatory patients with heart failure and identify key predi…