The objective of this study was to compare platelet mass index, platelets count/mean platelet volume and other hemogram parameters between COVID-19 patients and a control group and to determine the parameters that are significant in discrimination between COVID-19 and healthy control patients without COVID 19. Methods: Data of a total of 80 patients who presented to the emergency department of our hospital with the symptoms suggesting COVID-19 with a polymerase chain reaction (PCR) positive result and 80 healthy controls with a PCR (-) test results were retrospectively analyzed. Patients' laboratory parameters including white blood cells (WBC), neutrophils count, lymphocytes count, monocytes count, neutrophils to lymphocytes ratio (NLR), lymphocytes to monocytes ratio (LMR), platelets (PLT), platelets to lymphocytes ratio (PLR), mean platelet volume (MPV), red blood cell distribution width (RDW), platelet mass index (PMI), red blood cell distribution width/ mean platelet volume (RDW/MPV) and platelet count/ mean platelet volume (PLT/MPV) ratios were analyzed. At the same time a receiver operating characteristic (ROC) analysis was performed for determining laboratory indicators in distinguishing control and COVID-19 positive cases from each other. Results: In our stuy, WBC, lymphocytes, monocytes, neutrophils, LMR, platelets, PMI and PLT/MPV levels decreased, while PLR and MPV values increased in COVID-19 patients. According to ROC analysis, among the parameters examined in terms of making discrimination between COVID-19 and contol groups, LMR, PLR, PMI and PLT/MPV parameters had significant areas under curve. The best cutoff points of the parameter were found as <2.91 for LMR, 117.95 for PLR, 2167.65 for PMI and <25.13 for PLT/MPV. Conclusions: Our study revealed decreased WBC, lymphocytes, monocytes, neutrophils, LMR, platelets, PMI and PLT/MPV levels and elevated PLR and MPV values in COVID-19 patients. We believe that these parameters can be helpful in follow-up of the prognosis of COVID-19 patients and distinguishing these patients from healthy persons without COVID-19.