Interpretable Machine Learning Model for Early Prediction of 28-Day Mortality in ICU Patients with Sepsis-Induced Coagulopathy: Development and Validation

Shu Zhou,Zongqing Lu,Yu Liu,Minjie Wang,Wuming Zhou,Xuanxuan Cui,Jin Zhang,Wenyan Xiao,Tianfeng Hua,Huaqing Zhu,Min Yang

EUROPEAN JOURNAL OF MEDICAL RESEARCH（2024）

Cited 7|Views3

Key words

Sepsis induced coagulopathy,Gradient boosting decision tree,Machine learning,Shapley additive explanations,Local interpretable model-agnostic explanations

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