Mortality Prediction in Severe Traumatic Brain Injury Using Traditional and Machine Learning Algorithms

Author:

Wu Xiang1,Sun Yuyao2,Xu Xiao2,Steyerberg Ewout W.34,Helmrich Isabel R.A. Retel3,Lecky Fiona5,Guo Jianying2,Li Xiang2,Feng Junfeng67,Mao Qing67,Xie Guotong289,Maas Andrew I.R.1011,Gao Guoyi16,Jiang Jiyao67,

Affiliation:

1. Department of Neurosurgery, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

2. Ping An Healthcare Technology, Beijing, China.

3. Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.

4. Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands.

5. Centre for Urgent and emergency care Research (CURE), Health Services Research Section, School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom.

6. Shanghai Institute of Head Trauma, Shanghai, China.

7. Brain Injury Center, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

8. Ping An Health Cloud Company Ltd., Beijing, China.

9. Ping An International Smart City Technology Co., Ltd., Beijing, China.

10. Department of Neurosurgery, Antwerp University Hospital, Edegem, Belgium.

11. University of Antwerp, Edegem, Belgium.

Publisher

Mary Ann Liebert Inc

Subject

Neurology (clinical)

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