Automated data extraction tool (DET) for external applications in radiotherapy

•DET generates ready-to-use reliable datasets and statistics from radiotherapy oncology information systems.•The user-friendly GUI supports easy extraction of information for external use in clinical or non-clinical settings.•Automatic data extraction and cleaning ensure fast data processing and reduce manual processing time.