Abstract. SUN4Patients is an observational study for the monitoring of patients with first ever acute stroke. For the support of this study, an online platform has been developed which facilitates the collection of various information related to hospital discharge, health services utilization and loss of productivity of the patients. This paper presents the main characteristics of the platform and the methodology followed for its design and implementation.