Comparing different machine learning techniques for predicting COVID-19 severity

被引:0
|
作者
Yibai Xiong
Yan Ma
Lianguo Ruan
Dan Li
Cheng Lu
Luqi Huang
机构
[1] China Academy of Chinese Medical Sciences,Institute of Basic Research in Clinical Medicine
[2] JinYinTan Hospital,Department of Infectious Diseases
[3] Chinese Center for Disease Control and Prevention,Information Center
[4] China Academy of Chinese Medical Sciences,National Resource Center for Chinese Materia Medica
关键词
COVID-19; Severity; Machine learning; Support vector machine; Random Forest; Logistic regression;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Comparing different machine learning techniques for predicting COVID-19 severity
    Xiong, Yibai
    Ma, Yan
    Ruan, Lianguo
    Li, Dan
    Lu, Cheng
    Huang, Luqi
    [J]. INFECTIOUS DISEASES OF POVERTY, 2022, 11 (01)
  • [2] Applying Different Machine Learning Techniques for Prediction of COVID-19 Severity
    Sayed, Safynaz Abdel-Fattah
    Elkorany, Abeer Mohamed
    Mohammad, Sabah Sayed
    [J]. IEEE ACCESS, 2021, 9 : 135697 - 135707
  • [3] Comparing machine learning algorithms for predicting COVID-19 mortality
    Khadijeh Moulaei
    Mostafa Shanbehzadeh
    Zahra Mohammadi-Taghiabad
    Hadi Kazemi-Arpanahi
    [J]. BMC Medical Informatics and Decision Making, 22
  • [4] Comparing machine learning algorithms for predicting COVID-19 mortality
    Moulaei, Khadijeh
    Shanbehzadeh, Mostafa
    Mohammadi-Taghiabad, Zahra
    Kazemi-Arpanahi, Hadi
    [J]. BMC MEDICAL INFORMATICS AND DECISION MAKING, 2022, 22 (01)
  • [5] Predicting COVID-19 Severity Integrating RNA-Seq Data Using Machine Learning Techniques
    Bajo-Morales, Javier
    Castillo-Secilla, Daniel
    Herrera, Luis Javier
    Caba, Octavio
    Prados, Jose Carlos
    Rojas, Ignacio
    [J]. CURRENT BIOINFORMATICS, 2023, 18 (03) : 221 - 231
  • [6] Machine Learning Techniques and Forecasting Methods for Analyzing and Predicting Covid-19
    Alshabeeb, Israa Ali
    Azeez, Ruaa Majeed
    Shakir, Wafaa Mohammed Ridha
    [J]. INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE, 2022, 17 (01): : 413 - 424
  • [7] Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19
    Sonu Subudhi
    Ashish Verma
    Ankit B. Patel
    C. Corey Hardin
    Melin J. Khandekar
    Hang Lee
    Dustin McEvoy
    Triantafyllos Stylianopoulos
    Lance L. Munn
    Sayon Dutta
    Rakesh K. Jain
    [J]. npj Digital Medicine, 4
  • [8] Predicting COVID-19 severity: Challenges in reproducibility and deployment of machine learning methods
    Liu, Luwei
    Song, Wenyu
    Patil, Namrata
    Sainlaire, Michael
    Jasuja, Ravi
    Dykes, Patricia C.
    [J]. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2023, 179
  • [9] Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19
    Subudhi, Sonu
    Verma, Ashish
    Patel, Ankit B.
    Hardin, C. Corey
    Khandekar, Melin J.
    Lee, Hang
    McEvoy, Dustin
    Stylianopoulos, Triantafyllos
    Munn, Lance L.
    Dutta, Sayon
    Jain, Rakesh K.
    [J]. NPJ DIGITAL MEDICINE, 2021, 4 (01)
  • [10] Machine learning predicting COVID-19 in Algeria
    Younsi, Fatima Zohra
    Sahinine, Mohammed Chems Eddine
    Benarroum, Ilyes
    [J]. COMMUNICATIONS IN INFORMATION AND SYSTEMS, 2024, 24 (01) : 61 - 84