A Novel Approach for Position Verification and Dose Calculation through Local MVCT Reconstruction
Jun Zhang1,2, Zerui Chen2, Yuxin Lei2
1College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China.
Diagnostics (Basel, Switzerland)
|March 13, 2024
Summary
This study presents a novel radiotherapy patient positioning verification method using electronic portal imaging device (EPID) transmission images. The technique reconstructs megavoltage computed tomography (MVCT) to accurately detect and correct patient positioning errors, improving treatment precision.
Area of Science:
- Medical Physics
- Radiotherapy Technology
- Image Reconstruction
Background:
- Cone-beam computed tomography (CBCT) for radiotherapy patient positioning can introduce errors due to isocenter misalignment.
- Accurate patient positioning is critical for effective radiation delivery and minimizing off-target dose.
Purpose of the Study:
- To introduce an innovative method for precise patient positioning verification in radiotherapy.
- To overcome the limitations of traditional CBCT by utilizing the treatment radiation source.
Main Methods:
- Acquisition of 10 electronic portal imaging device (EPID) transmission images from distinct angles.
- Sparse reconstruction of local megavoltage computed tomography (MVCT) using the ART-TV algorithm.
- 3D mutual information registration of reconstructed MVCT with planning CT for error detection and correction.
Main Results:
- Reconstructed MVCT images meet the requirements for accurate registration.
- The registration algorithm effectively identifies patient positioning discrepancies.
- The method allows for precise adjustments to the treatment setup and accurate absorbed dose calculation.
Conclusions:
- The developed method provides accurate 3D patient positioning verification in radiotherapy.
- Utilizing the treatment beam source eliminates errors associated with CBCT isocenter misalignment.
- This technique enhances treatment accuracy and patient safety by enabling precise positional corrections.


