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Establishment of predictive models for postoperative delirium in elderly patients after knee/hip surgery based on total bilirubin concentration: machine learning algorithms

Abstract Background With the aging demographic on the rise, we’re seeing a spike in the occurrence of postoperative delirium (POD). Our research aims to delve into the connection between plasma bilirubin levels and postoperative delirium, with the goal of crafting ten machine learning (ML) models ca...

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Збережено в:
Бібліографічні деталі
Автори: Shuhui Hua, Chuan Li, Yuanlong Wang, YiZhi Liang, Shanling Xu, Jian Kong, Hongyan Gong, Rui Dong, Yanan Lin, Xu Lin, Yanlin Bi, Bin Wang
Формат: Artigo
Мова:Inglês
Опубліковано: BMC 2025-07-01
Серія:BMC Anesthesiology
Предмети:
Онлайн доступ:https://doi.org/10.1186/s12871-025-03259-9
Теги: Додати тег
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