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Early identification of risk factors and clinical outcomes might help in\u00a0identifying critically ill patients, providing\u00a0appropriate treatment, and preventing mortality. We conducted a prospective study in patients with flu\u2010like symptoms referred to the imaging department of a tertiary hospital in Iran between March 3, 2020, and April 8, 2020. Patients with COVID\u201019 were followed up after two months to check their health condition. The categorical data between groups were analyzed by Fisher's exact test and continuous data by Wilcoxon rank\u2010sum test. Three hundred and nineteen\u00a0patients (mean age 45.48\u2009\u00b1\u200918.50 years, 177 women) were enrolled. Fever, dyspnea, weakness, shivering, C\u2010reactive protein, fatigue, dry cough, anorexia, anosmia, ageusia, dizziness, sweating, and age were the most important symptoms of COVID\u201019 infection. Traveling in the past 3 months, asthma, taking corticosteroids, liver disease, rheumatological disease, cough with sputum, eczema, conjunctivitis, tobacco use, and chest pain did not show any relationship with COVID\u201019. To the best of our knowledge, a number of factors associated with mortality due to COVID\u201019 have been\u00a0investigated for the first time in this study. Our results might be helpful in early prediction and risk reduction of mortality in patients infected with COVID\u201019.<\/jats:p>","DOI":"10.1002\/jmv.26699","type":"journal-article","created":{"date-parts":[[2020,11,28]],"date-time":"2020-11-28T06:36:53Z","timestamp":1606545413000},"page":"2307-2320","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":129,"title":["Risk factors prediction, clinical outcomes, and mortality in\u00a0COVID\u201019 patients"],"prefix":"10.1002","volume":"93","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3069-7932","authenticated-orcid":false,"given":"Roohallah","family":"Alizadehsani","sequence":"first","affiliation":[{"name":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University Victoria Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zahra","family":"Alizadeh Sani","sequence":"additional","affiliation":[{"name":"Rajaei Cardiovascular Medical and Research Center Iran University of Medical Sciences Tehran Iran"},{"name":"Department of Cardiac MRI Omid Hospital Tehran Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohaddeseh","family":"Behjati","sequence":"additional","affiliation":[{"name":"Rajaei Cardiovascular Medical and Research Center Iran University of Medical Sciences Tehran Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zahra","family":"Roshanzamir","sequence":"additional","affiliation":[{"name":"Pediatric Respiratory and Sleep Medicine Research Center,\u00a0Children's Medical Center Tehran University of Medical Sciences Tehran Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9840-4796","authenticated-orcid":false,"given":"Sadiq","family":"Hussain","sequence":"additional","affiliation":[{"name":"System Administrator at Dibrugarh University Dibrugarh Assam India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Niloofar","family":"Abedini","sequence":"additional","affiliation":[{"name":"Tehran University of Medical Science Imam Khomeini Hospital Complex Tehran Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fereshteh","family":"Hasanzadeh","sequence":"additional","affiliation":[{"name":"Department of Cardiac MRI Omid Hospital Tehran Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abbas","family":"Khosravi","sequence":"additional","affiliation":[{"name":"Institute for Intelligent Systems Research and Innovation (IISRI) Deakin University Victoria Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Afshin","family":"Shoeibi","sequence":"additional","affiliation":[{"name":"Faculty of Electrical and Computer Engineering, Biomedical Data Acquisition Lab K. 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