In this study, it was aimed to combine laboratory data of COVID-19 patients with CT segmentation-volume analysis (CT-SVA) and is the first research on this subject. Patients were divided into two groups according to disease severity as mild/moderate (n = 41) and severe/critical (n = 42). The initial laboratory parameters of the patients at admission like sodium, albumin, CRP, D-dimer, ferritin, fibrinogen, IL-6, procalcitonine, venous blood gas and complete blood count (WBC, lymphocyte, neutrophile, NLR) were recorded and evaluated together with CT-SVA. CT scans of the patients were integrated into ITH Snap Software and damaged tissue volume in ratio to total lung volume was calculated as percent ratio. The results of the study have shown that sodium, CRP, D-dimer, ferritin, fibrinogen, IL-6, procalcitonine, WBC, neutrophile, NLR values were significantly higher at first admission in the severe/critical patient group (p < 0.05), while albumin, lymphocyte and venous blood pH values were significantly lower (p < 0.05). CT-SVA results have shown negatvice correlation with albumin (p = 0.007), while had a positive correlation with CRP (p = 0.036), D-dimer (p < 0.001) ve ferritin (p < 0.001), fibrinogen (p = 0.031), IL-6 (p = 0.001) and procalcitonine (p = 0.009). Evaluation of laboratory parameters together with CT-SVA results will help early identification of cases with a poor prognosis and accelerating intervention.