Bruna Vieira obtained her MSc degree in Public Health from the University of Porto, Portugal. The thesis, also developed in Portugal, focused on data quality analysis for hospital-based cancer registries. From 2011-2014, she studied Hospital Management in the University Feevale, in Brazil. While studying, she worked at Grupo Hospitalar Conceição and developed integrated projects involving process, people, logistics, strategic planning, and financial management. Here in Radboudumc, Bruna works as a data steward for the CMBI and Radiology departments, collaborating in multiple projects and implementations such as EJPRD and the VASCA registry for Rare Vascular Anomalies.