Elgedawy, Gamalat A., Samir Ahmed Mohamed, Mohamed ORCID: https://orcid.org/0000-0002-1166-0480, Elabd, Naglaa S. ORCID: https://orcid.org/0000-0001-8786-0190, Elsaid, Hala H., Enar, Mohamed, Salem, Radwa H., Montaser, Belal A., AboShabaan, Hind S., Seddik, Randa M., El-Askaeri, Shimaa M. ORCID: https://orcid.org/0000-0003-0588-9761, Omar, Marwa M. and Helal, Marwa L. (2024) Metabolic profiling during COVID-19 infection in humans: Identification of potential biomarkers for occurrence, severity and outcomes using machine learning. PLoS ONE, 19 (5):e0302977. ISSN 1932-6203 (Online) (doi:10.1371/journal.pone.0302977)