Elucidating predictors of preoperative acute heart failure in older people with hip fractures through machine learning and SHAP analysis: a retrospective cohort study.

BMC Geriatr · 2025 · PMC12016091 · PMID 40269712

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an increasing trendno p-value reported

Pulmonary Infection and Anemia: The scatter plot shows an increasing trend of SHAP values for anemia as the severity of pulmonary infection intensifies.

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