Metabolic profiling during COVID-19 infection in humans: Identification of potential biomarkers for occurrence, severity and outcomes using machine learning

• Gamalat A. Elgedawy,

  Roles Conceptualization, Data curation, Investigation, Methodology, Validation, Visualization, Writing – original draft

  Affiliation Department of Clinical Biochemistry and Molecular Diagnostics, National Liver Institute, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Mohamed Samir ,

  Roles Data curation, Formal analysis, Funding acquisition, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: naglaa.alabd.12@med.menofia.edu.eg, naglaa_elabd@yahoo.com (NE); mohsamir2016@yahoo.com (MS)

  Affiliation Faculty of Veterinary Medicine, Department of Zoonoses, Zagazig University, Zagazig, Egypt

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• Naglaa S. Elabd ,

  Roles Conceptualization, Data curation, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: naglaa.alabd.12@med.menofia.edu.eg, naglaa_elabd@yahoo.com (NE); mohsamir2016@yahoo.com (MS)

  Affiliation Faculty of Medicine, Department of Tropical Medicine, Menoufia University, Shebin El-Kom, Menoufia, Egypt

  https://orcid.org/0000-0001-8786-0190

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• Hala H. Elsaid,

  Roles Conceptualization, Data curation, Methodology, Validation, Writing – original draft

  Affiliation Department of Clinical Biochemistry and Molecular Diagnostics, National Liver Institute, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Mohamed Enar,

  Roles Data curation, Validation, Writing – original draft

  Affiliation Al Mahala Elkobra Fever Hospital, Al Mahala Elkobra, Egypt

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• Radwa H. Salem,

  Roles Data curation, Investigation, Resources, Validation

  Affiliation Department of Clinical Microbiology and Immunology, National Liver Institute, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Belal A. Montaser,

  Roles Investigation, Methodology, Validation, Writing – original draft

  Affiliation Faculty of Medicine, Department of Clinical Pathology, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Hind S. AboShabaan,

  Roles Investigation, Methodology, Validation, Writing – original draft

  Affiliation Ph.D. of Biochemistry, National Liver Institute Hospital, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Randa M. Seddik,

  Roles Data curation, Formal analysis, Resources, Validation, Writing – review & editing

  Affiliation Faculty of Medicine, Department of Tropical Medicine, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Shimaa M. El-Askaeri,

  Roles Methodology, Supervision, Validation, Writing – original draft

  Affiliation Department of Clinical Microbiology and Immunology, National Liver Institute, Menoufia University, Shebin El-Kom, Menoufia, Egypt

  https://orcid.org/0000-0003-0588-9761

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• Marwa M. Omar,

  Roles Data curation, Resources, Validation, Writing – original draft

  Affiliation Faculty of Medicine, Department of Clinical Pathology, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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• Marwa L. Helal

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Writing – original draft

  Affiliation Department of Clinical Biochemistry and Molecular Diagnostics, National Liver Institute, Menoufia University, Shebin El-Kom, Menoufia, Egypt

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