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An interpretable ensemble learning model facilitates early risk stratification of ischemic stroke in intensive care unit: Development and external validation of ICU-ISPM

Wei Hu, Tingting Jin, Ziqi Pan, Huimin Xu, Lingyan Yu, Tingting Chen, Wei Zhang, Huifang Jiang, Wenjun Yang, Junjun Xu, Feng Zhu, Haibin Dai

2023Computers in Biology and Medicine17 citationsDOI

Topics & Concepts

Intensive care unitMedicineRisk stratificationPsychological interventionEmergency medicineMachine learningComputer scienceIntensive care medicineArtificial intelligencePredictive modellingInternal medicinePsychiatryAcute Ischemic Stroke ManagementTraumatic Brain Injury and Neurovascular DisturbancesCerebrovascular and Carotid Artery Diseases
An interpretable ensemble learning model facilitates early risk stratification of ischemic stroke in intensive care unit: Development and external validation of ICU-ISPM | Litcius