3-D deformation guided on-line modification of multi-leaf collimators for adaptive radiation therapy
Adaptive radiation therapy (ART) requires an on-line modification of the treatment plan to compensate for the motion of organs. In this paper, an improved multi-leaf collimator (MLC) deformation approach is proposed to accurately compensate for the organ motion between the planning and treatment scans for ART. Instead of using slice-by-slice 2-D deformation field as in the original MLC deformation method, 3-D deformation field is first recovered by a volumetric deformable registration method to guide the MLC modification. In order to minimize the toxicity on organ-at-risk (OAR), the deformation fields of the OAR and planning target volume (PTV) are jointly used to adjust the MLC sequence of the original plan. The proposed approach has been applied to the radiotherapy for prostate cancer. Preliminary experimental results have demonstrated that the proposed method outperformed the original MLC approach with much reduced toxicity on OAR while maintaining great radiation efficacy on PTV. © 2008 Springer-Verlag Berlin Heidelberg.
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- Artificial Intelligence & Image Processing
- 46 Information and computing sciences
Citation
Published In
DOI
EISSN
ISSN
Publication Date
Volume
Start / End Page
Related Subject Headings
- Artificial Intelligence & Image Processing
- 46 Information and computing sciences