Elucidating predictors of preoperative acute heart failure in older people with hip fractures through machine learning and SHAP analysis: a retrospective cohort study
Abstract Background Acute heart failure (AHF) has become a significant challenge in older people with hip fractures. Timely identification and assessment of preoperative AHF have become key factors in reducing surgical risks and improving outcomes. Objective This study aims to precisely predict the...
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| Автори: | , , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
BMC
2025-04-01
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| Серія: | BMC Geriatrics |
| Предмети: | |
| Онлайн доступ: | https://doi.org/10.1186/s12877-025-05920-x |
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