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Multilevel predictors categorization for post-CABG atrial fibrillation prediction.

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第一作者： Karina I,Shakhgeldyan

第一单位： Center of Artificial Intelligence, Vladivostok State University, Vladivostok 690014, Russia.;Laboratory of Big Data Analysis in Medicine, School of Medicine and Life Sciences, Far Eastern Federal University, Vladivostok 690922, Russia.

作者： Karina I,Shakhgeldyan ^[1] ; Vladislav Y,Rublev ^[2] ; Nikita S,Kuksin ^[2] ; Boris I,Geltser ^[2] ; Regina L,Pak ^[2]

作者单位： Center of Artificial Intelligence, Vladivostok State University, Vladivostok 690014, Russia.;Laboratory of Big Data Analysis in Medicine, School of Medicine and Life Sciences, Far Eastern Federal University, Vladivostok 690922, Russia. ^[1] Laboratory of Big Data Analysis in Medicine, School of Medicine and Life Sciences, Far Eastern Federal University, Vladivostok 690922, Russia. ^[2]

关键词 SHapley Additive exPlanations (SHAP) method dichotomization multilevel categorization postoperative atrial fibrillation prognostic models stochastic gradient boosting

DOI 10.1093/biomethods/bpaf092

PMID 41532067

发布时间 2026-01-16

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