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Validation and Refinement of Two Interpretable Models for Coronavirus Disease 2019 Prognosis Prediction

Kai Chang Ting Jia Ya-Na Zhou Zi-Xin Shu Ji-Fen Liu Jing Sun Qi-Guang Zheng Hao-Yu Tian Jia-Nan Xia Kuo Yang Ning Wang Hai-Long Sun Xin-Yan Wang Deng-Ying Yan Taane G.Clark Bao-Yan Liu Xiao-Dong Li Yong-Hong Peng Xue-Zhong Zhou

世界中医药杂志:英文版2023，Vol.9Issue(2)：P.191-200,10.
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世界中医药杂志:英文版2023，Vol.9Issue(2)：P.191-200,10.DOI:10.4103/2311-8571.372326

Validation and Refinement of Two Interpretable Models for Coronavirus Disease 2019 Prognosis Prediction

Kai Chang 1Ting Jia 2Ya-Na Zhou 3Zi-Xin Shu 2Ji-Fen Liu 3Jing Sun 3Qi-Guang Zheng 2Hao-Yu Tian 2Jia-Nan Xia 2Kuo Yang 2Ning Wang 2Hai-Long Sun 2Xin-Yan Wang 2Deng-Ying Yan 2Taane G.Clark 4Bao-Yan Liu 5Xiao-Dong Li 3Yong-Hong Peng 6Xue-Zhong Zhou2

作者信息

  • 1. Institute of Medical Intelligence,School of Computer and Information Technology,Beijing Jiaotong University,Bejing,China College of Information Engineering,Hubei University of Chinese Medicine,Wuhan,Hubei,China
  • 2. Institute of Medical Intelligence,School of Computer and Information Technology,Beijing Jiaotong University,Bejing,China
  • 3. Department of Data Center,Hubei Provincial Hospital of Traditional Chinese Medicine,Wuhan,Hubei,China
  • 4. Department of Infection Biology,London School of Hygiene and Tropical Medicine,London,England Department of Infectious Disease Epidemiology,Faculty of Epidemiology and Population Health,London School of Hygiene and Tropical Medicine,London,England
  • 5. Data Center of Traditional Chinese Medicine,China Academy of Chinese Medical Sciences,Beijing,China
  • 6. Department of Computing and Mathematics,Manchester Metropolitan University,Manchester,England
  • 折叠

摘要

关键词

Coronavirus disease 2019/decision tree/interpretable models/logistic regression/prognosis prediction

分类

医药卫生

引用本文复制引用

Kai Chang,Ting Jia,Ya-Na Zhou,Zi-Xin Shu,Ji-Fen Liu,Jing Sun,Qi-Guang Zheng,Hao-Yu Tian,Jia-Nan Xia,Kuo Yang,Ning Wang,Hai-Long Sun,Xin-Yan Wang,Deng-Ying Yan,Taane G.Clark,Bao-Yan Liu,Xiao-Dong Li,Yong-Hong Peng,Xue-Zhong Zhou..Validation and Refinement of Two Interpretable Models for Coronavirus Disease 2019 Prognosis Prediction[J].世界中医药杂志:英文版,2023,9(2):P.191-200,10.

基金项目

financially supported by the Natural Science Foundation of Beijing(No.M21012) （No.M21012）

National Natural Science Foundation of China(No.82174533) （No.82174533）

Key Technologies R and D Program of the China Academy of Chinese Medical Sciences(No.CI2021A00920). （No.CI2021A00920）

世界中医药杂志:英文版

OACSCDCSTPCD

2311-8571

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