The dataset consists of compression ultrasound video scannings of lower limbs collected during a multi-center cohort study in European Hospitals (Greece, France, Italy and Lithuania [https://clinicaltrials.gov/study/NCT06989255]). Patients suspected of DVT are scanned using conventional ultrasound machines, after they had given an informed consent form, according to a dedicated scanning protocol.