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Updated: May 5, 2026

Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System
Published on: April 11, 2018
Automatic base-dose planning for a robust field junction in total marrow irradiation.
Nicola Lambri1, Damiano Dei1, Ricardo Coimbra Brioso2
1IRCCS Humanitas Research Hospital, Radiotherapy and Radiosurgery Department, via Manzoni 56, 20089 Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy.
A new base-dose planning approach significantly improved total marrow irradiation (TMI/TMLI) field junction coverage and reduced healthy tissue hotspots. This automated method enhances radiotherapy planning for challenging whole-body treatments.
Area of Science:
- Radiation Oncology
- Medical Physics
- Radiotherapy Planning
Background:
- Total marrow irradiation (TMI/TMLI) requires whole-body irradiation, often necessitating split plans due to linac limitations.
- Achieving adequate target coverage at the junction of split TMI/TMLI plans is challenging and requires careful field junction design.
- Previous work introduced an automatic tool (AT) for TMI/TMLI field junction creation and optimization.
Purpose of the Study:
- To enhance an existing automatic tool (AT) for TMI/TMLI by developing an automatic base-dose planning approach.
- To improve the accuracy and efficiency of field junction optimization in total marrow irradiation.
Main Methods:
- Ten patients underwent TMI/TMLI using three planning methods: manual, original AT, and the new base-dose AT.
- Treatment plans were evaluated based on dose statistics (D98%, Dmean, D2%) for the planning target volume at the junction (PTV_J), PTV without junction (PTVNoJ), and healthy tissues.
Main Results:
- The base-dose planning approach significantly improved PTV_J coverage (higher D98%, lower D2%) compared to the manual method.
- Hotspots in healthy tissues were significantly reduced with the base-dose approach.
- Target coverage for PTVNoJ remained consistent across all methods, indicating comparable overall target coverage.
Conclusions:
- Automatic base-dose planning effectively optimizes the field junction for TMI/TMLI, enhancing target coverage and reducing normal tissue toxicity.
- Automated planning tools offer a valuable solution for complex and potentially error-prone radiotherapy procedures like TMI/TMLI.
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