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Online interpretable dynamic prediction models for postoperative delirium after cardiac surgery under cardiopulmonary bypass developed based on machine learning algorithms: A retrospective cohort study

Xiuxiu Zhao, Junlin Li, Xianhai Xie, Zhaojing Fang, Yue Feng, Yi Zhong, Chen Chen, Kaizong Huang, Chun Ge, Hongwei Shi, Yanna Si, Jianjun Zou

2023Journal of Psychosomatic Research18 citationsDOI

Topics & Concepts

DeliriumReceiver operating characteristicMedicineCardiac surgeryMachine learningArtificial neural networkCohortCardiopulmonary bypassDerivationArtificial intelligenceDeep learningIntensive care medicineInternal medicineComputer scienceArteryIntensive Care Unit Cognitive DisordersMachine Learning in HealthcareSepsis Diagnosis and Treatment
Online interpretable dynamic prediction models for postoperative delirium after cardiac surgery under cardiopulmonary bypass developed based on machine learning algorithms: A retrospective cohort study | Litcius