Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms

Abstract Associations between delirium and postoperative adverse events in cardiovascular surgery have been reported and the preoperative identification of high-risk patients of delirium is needed to implement focused interventions. We aimed to develop and validate machine learning models to predict...

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Бібліографічні деталі
Автори: Chie Nagata, Masahiro Hata, Yuki Miyazaki, Hirotada Masuda, Tamiki Wada, Tasuku Kimura, Makoto Fujii, Yasushi Sakurai, Yasuko Matsubara, Kiyoshi Yoshida, Shigeru Miyagawa, Manabu Ikeda, Takayoshi Ueno
Формат: Стаття
Мова:English
Опубліковано: Nature Portfolio 2023-11-01
Серія:Scientific Reports
Онлайн доступ:https://doi.org/10.1038/s41598-023-48418-5