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Author

Apurva Popat

2 papers indexed here

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Review Oct 2026

Neutrophil Percentage-to-Albumin Ratio and Heart Failure Mortality: A Systematic Review.

Inflammation and malnutrition are important contributors to adverse outcomes in heart failure (HF). The neutrophil percentage-to-albumin ratio (NPAR), derived from routinely available laboratory parameters, integrates inflammatory burden and nutritional status and may provide prognostic value. We conducted a systematic...

P. Adrejiya, Aditi K. Bhanushali, P. Suchday et al. · 0 citations
Review Sep 2026

Machine Learning for Mortality Prediction in Infective Endocarditis: A Systematic Review and Meta-Analysis.

Infective endocarditis (IE) continues to be an often fatal condition despite improvements in cardiac surgical procedures and antibiotic therapy, and conventional scoring tools show poor generalizability. Machine learning (ML) addresses these limitations by capturing complex, nonlinear clinical relationships, outperform...

Vatsalya Choudhary, Muskan Jain, F. Tamanna et al. · 0 citations

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