Development and Validation of an Interpretable Machine Learning Model for Early Prognosis Prediction in ICU Patients with Malignant Tumors and Hyperkalemia

Zhi-Jun Bu, Nan Jiang, Ke-Cheng Li, Zhi-Lin Lu, Nan Zhang, Shao-Shuai Yan, Zhi-Lin Chen,Yu-Han Hao, Yu-Huan Zhang,Run-Bing Xu, Han-Wei Chi, Zu-Yi Chen,Jian-Ping Liu, Dan Wang, Feng Xu,Zhao-Lan Liu

MEDICINE（2024）

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hyperkalemia,local interpretable model-agnostic explanations,machine learning,malignant tumors,predictive model,SHapley Additive exPlanations

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