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Predicting Functional Outcomes of Patients with Spontaneous Intracerebral Hemorrhage Based on Explainable Machine Learning Models: a Multicenter Retrospective Study

Bin Pan,Fengda Li,Chuanghong Liu,Zeyi Li, Chengfa Sun,Kaijian Xia, Hong Xu, Gang Kong,Longyuan Gu, Kaiyuan Cheng

FRONTIERS IN NEUROLOGY(2025)

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Key words
spontaneous intracerebral hemorrhage,machine learning,prognostic prediction,XGBoost,SHAP
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