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Updated: Jun 25, 2026

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
[Patient-centered image and data management in radiation oncology]
Volker Steil1, Frank Schneider, Beate Küpper
1Klinik für Strahlentherapie und Radioonkologie, Universitätsklinikum Mannheim, Universität Heidelberg, Mannheim, Germany. Volker.Steil@radonk.ma.uni-heidelberg.de
The transition to electronic data management in radiation oncology is essential due to complex treatments like intensity-modulated radiotherapy (IMRT) and image-guided radiotherapy (IGRT). This review proposes an integrated system architecture for radiation therapy departments.
Area of Science:
- Medical Physics
- Health Informatics
- Radiation Oncology
Context:
- Advancements in radiotherapy, including intensity-modulated radiotherapy (IMRT) and image-guided radiotherapy (IGRT), have significantly increased data traffic.
- Current radiotherapy workflows are multidimensional, involving diverse data classes beyond standard DICOM images, necessitating enhanced data management strategies.
Purpose:
- To address the challenges of integrating electronic data management in radiation oncology departments.
- To propose a unified system architecture for radiation therapy data management, aligning with modern healthcare IT standards.
Summary:
- Radiotherapy departments manage multiple data types (RT/machine, patient documents, DICOM/non-DICOM images) requiring adaptive feedback loops.
- Electronic data management in radiation oncology must comply with specific legal requirements, differing from radiology systems.
- A proposed architecture integrates Record and Verify (R&V) systems, PACS, and Electronic Medical Records (EMR) under Hospital Information System (HIS) control.
Impact:
- Facilitates a transition towards a paperless and filmless environment in radiation oncology.
- Enhances patient- and treatment-course-centered data management for improved clinical workflows.
- Provides a framework for robust and compliant electronic data management in radiation therapy departments.
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