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Updated: Jul 26, 2025

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Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System
Published on: April 11, 2018
15.4K
An open-source development based on photogrammetry for a real-time IORT treatment planning system
Sergio Lozares-Cordero1, Carlos Bermejo-Barbanoj2, Alberto Badías-Herbera3
1Physics and Radiation Protection Department, Miguel Servet University Hospital, Zaragoza, Spain.
Summary
This study introduces a novel photogrammetry system for intraoperative radiotherapy planning. It uses real-time surgical site images to calculate radiation doses, improving precision for soft-tissue sarcoma treatment.
Area of Science:
- Medical physics
- Radiotherapy technology
- Surgical oncology
Background:
- Intraoperative radiotherapy (IORT) requires precise tumor targeting.
- Traditional imaging methods may not be readily available or optimal in the operating room.
- Accurate dose calculation is crucial for effective IORT and minimizing side effects.
Purpose of the Study:
- To present a treatment planning system for intraoperative low-energy photon radiotherapy.
- To utilize photogrammetry from real-time surgical site images for dose calculation.
- To eliminate the need for computed tomography in IORT planning.
Main Methods:
- A photogrammetry system using smartphone/tablet images was developed.
- The system reconstructs a 3D model of the surgical site for dose calculation.
- Commissioning involved 3D printing of tumor bed reconstructions and verification with radiochromic films.
Main Results:
- The 3D model reconstruction time averaged 229.6 seconds.
- The entire planning and dose calculation procedure averaged 520.6 seconds.
- Radiochromic film measurements showed minimal differences (1.4%-6.2%) compared to calculated doses.
Conclusions:
- A photogrammetry-based IORT planning system was successfully demonstrated.
- The system enables real-time imaging and planning in the operating room.
- Verification confirmed the system's accuracy for low-energy photon IORT.
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