The project revolves around the development of new Natural Language Understanding (NLU) tools designed to help analyse free form medical texts in Serbian. These will be used to aid in the targeted screening of Fabry disease (FD) and Hunter syndrome (MPSII) in order to improve the diagnosis and treatment of FD and MPSII patients.