Chinese Journal of Neurotraumatic Surgery(Electronic Edition)

Construction of a risk prediction model for post-traumatic subdural hygroma based on decision tree method

Hua Zhang, Guangming Liu, Guocheng Liu, Shuhong Zhang, Dali Chen, Xiaolong Pu, Zhiyou Wang, Qian Li

Chinese Journal of Neurotraumatic Surgery(Electronic Edition), 2023, 09(01): 19-25. DOI: 10.3877/cma.j.issn.2095-9141.2023.01.004

模型	AUC	95%CI	标准误	P值
分类决策树	0.895	0.863~0.927	0.023	<0.001
多因素Logistic回归	0.881	0.781~0.911	0.025	<0.001

Tab.4 Comparison of classification effects between decision tree model and Logistic regression model

Other figure/table from this article

Tab.1 Comparison of clinical data of two groups [n(%)]
Tab.2 Variable assignment table of multi-factor Logistic regression analysis
Tab.3 Multivariate logistic regression analysis of PTSH in TBI patients after DC
Fig.1 Decision tree model of PTSH after DC in TBI patients
Fig.2 ROC curve of decision tree model and Logistic regression model