Program Information
Increasing the Accuracy of Dose Calculation On Cone-Beam Imaging Using Deformable Image Registration in the Case of Prostate Translation
O Fillion1,2*, L Gingras1,2 , L Archambault1,2,3 , (1) Departement de radio-oncologie, CHU de Quebec - Hotel-Dieu de Quebec, Quebec, Quebec, Canada, (2) Departement de physique, de genie physique et d'optique, Universite Laval, Quebec, Quebec, Canada, (3) Centre de recherche sur le cancer, Universite Laval, Quebec, Quebec, Canada
Presentations
SU-F-BRF-14 Sunday 4:00PM - 6:00PM Room: Ballroom FPurpose: Artifacts can reduce the quality of dose re-calculations on CBCT scans during a treatment. The aim of this project is to correct the CBCT images in order to allow for more accurate and exact dose calculations in the case of a translation of the tumor in prostate cancer.
Methods: Our approach is to develop strategies based on deformable image registration algorithms using the elastix software (Klein et al., 2010) to register the treatment planning CT on a daily CBCT scan taken during treatment. Sets of images are provided by a 3D deformable phantom and comprise two CT and two CBCT scans: one of both with the reference anatomy and the others with known deformations (i.e. translations of the prostate). The reference CT is registered onto the deformed CBCT and the deformed CT serves as the control for dose calculation accuracy. The planned treatment used for the evaluation of dose calculation is a 2-Gy fraction prescribed at the location of the reference prostate and assigned to 7 rectangular fields.
Results: For a realistic 0.5-cm translation of the prostate, the relative dose discrepancy between the CBCT and the CT control scan at the prostate’s centroid is 8.9 ± 0.8 % while dose discrepancy between the registered CT and the control scan lessens to -2.4 ± 0.8 %. For a 2-cm translation, clinical indices like the V90 and the D100 are more accurate by 0.7 ± 0.3 % and 8.0 ± 0.5 cGy respectively when using registered CT than when using CBCT for dose calculation.
Conclusion: The results show that this strategy gives doses in agreement within a few percents with those from calculations on actual CT scans. In the future, various deformations of the phantom anatomy will allow a thorough characterization of the registration strategies needed for more complex anatomies.
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