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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…

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openalexBMC Cardiovascular Disorders2026-07-23

Neutrophil to high-density lipoprotein cholesterol ratio is positively associated with congestive heart failure among hypertensive adults: a population-based study

Kang Huang, Bo Wu, Xin Hong, Shuai-shuai Zhao, Cheng-tao Peng, H J Xu, et al.

Abstract Background Congestive heart failure (CHF) continues to pose a substantial global health issue. The neutrophil-to-high-density lipoprotein cholesterol ratio (NHR), a novel biomarker reflecting systemic inflammatory balance, has been linked to cardiovascular outcomes, yet…

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