The PREPaRe system (Personal Repository for Electronic Patient Records) is a patient-oriented internet-based information system that is able to store, combine, process and visualize all types of medical data that are part of a ”personal electronic medical record”. This paper discusses the integration of data acquisition, data preprocessing and visualization aspects using XML technology.