A detailed exploration of risk assessment strategies and models for Venous Thromboembolism (VTE), with a focus on optimizing prophylaxis and treatment. Review various risk assessment models, including Geneva, Padua, IMPROVE, Kucher, and Caprini scores, and their application in different patient populations, and get a comprehensive understanding of the latest approaches and their practical implications for clinical decision-making and patient care.