The Orthanc server is a light-weight open-source picture imaging and archiving system (PACS) used to store digital communications in medicine (DICOM) data. It widely research environments as it free, scalable. To enable the use of stored radiotherapy (RT) data mining machine learning tasks, records need be extracted, validated, linked, presented usable format. This paper reports patient collect...