Introduction. According to foreign studies, the frequency of asymptomatic deep vein thrombosis (DVT) in the acute period of stroke varies from 10 to 75%, clinically obvious — from 2 to 10%. DVT is a life-threatening complication as it can lead to the development of pulmonary embolism (PE).Purpose of the study: to identify predictors of DVT development in the lower extremities in patients with stroke according to the registry of the Regional Vascular Center (RVC).Materials and methods. 100 patients with stroke who were admitted to the wards/intensive care unit of the RVC from November to December 2021 were examined. In addition to the standard examination, all patients underwent duplex scanning of the veins of the lower extremities upon admission and on the 7th day of inpatient treatment.Results. The incidence of DVT was 13%. Compared with patients without DVT, patients with thrombosis were characterized by higher median values of age (77 vs 67 years, p = 0.015), time from stroke to hospital admission (24 vs 5 hours, p = 0.026), stroke severity by NIHSS score at admission (16 vs 5 points, p = 0.006) and completion of the first stage of treatment (10 vs 3 points, p = 0.010), movement disorders in the leg according to the Medical Research Council scale (4 vs 1 points, p = 0.011) and IMPROVE-VTE scales (4 vs 2 points, p < 0.001). In half of patients with DVT, thrombosis occurred already at admission to the hospital, in the rest it occurred during treatment. In a quarter of patients, thrombosis involved the proximal veins and was complicated by the development of PE in one patient, the rest had distal DVT. In all cases, DVT developed in the paretic limb. In all patients, thrombosis was initially regarded as asymptomatic and was diagnosed only by duplex scanning of the veins. The most significant risk factors for developing DVT in the acute period of stroke were age 64 years and over (OR = 8.1), stroke severity on the NIHSS scale at admission of 6 points and above (OR = 5.6), time to admission from 10 hours or more (OR = 3.8), leg strength not more than 3 points (OR = 4.5) and an IMPROVE-VTE score of 3 points or more (OR = 9.5). When building a logistic regression model using the identified risk factors, accuracy values were obtained equal to 83% and 85% for the training and test samples, respectively.Conclusion. DVT is observed in 13% of patients in the acute period of stroke and is associated with the age of patients, the severity of stroke and movement disorders, the time from the development of symptoms to hospital admission, and the risk of venous thromboembolic complications according to the IMPROVE-VTE scale.