Objective: Severe respiratory syndrome Coronavirus-2 (SARS-CoV-2) caused a global pandemic that spread all over Turkey following the announcement of the first case on March 11, 2020. The present study aimed to investigate the diagnostic utility of complete blood count (CBC) parameters, C-reactive protein (CRP), and their ratios as well as their prediction on intensive care unit (ICU) admission among patients with Coronavirus Disease-2019 (COVID-19). Methods: We retrospectively evaluated 339 patients that presented to a tertiary care hospital and were diagnosed with COVID-19 and a group of 399 control subjects that were found to have no COVID-19 despite presenting with the classic signs and symptoms of the disease. CBC parameters, CRP, Neutrophil/Lymphocyte Ratio (NLR), Platelet/Lymphocyte Ratio (PLR), and C-reactive protein/ Lymphocyte Ratio (CLR) were evaluated in both groups. Results: White blood cell (WBC), lymphocyte, neutrophil, haemoglobin (HB), and platelet (PLT), NLR, PLR, CLR levels were significantly lower, and the CRP and red blood cell distribution width (RDW) levels were significantly higher in the patient group compared to the control group. NLR, PLR, and CLR were found to be significant predictors of COVID-19. Moreover, the CRP, WBC, RDW, neutrophil, NLR, CLR, and PLR levels were significantly higher, while the lymphocyte and HB levels were significantly lower in ICU patients compared to the non-ICU patients. Conclusions: CBC parameters as well as CRP, NLR, PLR, and CLR are inexpensive, routinely studied parameters and can be useful in predicting the diagnosis and severity of COVID-19.