According to World Health Organization, cardiovascular diseases are the first cause of death globally. People that present cardiovascular diseases or are at high cardiovascular risk (because of the presence of one or more risk factors such as hypertension, diabetes, hyperlipidemia or already established diseases) need early detection and preventive treatment. In this context, patients affected by inflammatory arthritis present an increased cardiovascular risk. In this field, cardiovascular diseases diagnosis is very tricky even for experts, due to the presence of many concurrent risk factors, some of which uncertain or unknown. Performances of traditional cardiovascular risk algorithms (such as Framingham, CUORE and SCORE) have already been assessed on patients with inflammatory arthritis, but the results show that they tend to underestimate the risk.