A semi-automated 2D/3D marker-based registration algorithm modelling prostate shrinkage during radiotherapy for prostate cancer

被引:14
作者
Budiharto, Tom [1 ,4 ]
Slagmolen, Pieter [1 ,3 ]
Hermans, Jeroen [3 ]
Maes, Frederik [3 ]
Verstraete, Jan [1 ]
Van den Heuvel, Frank [1 ]
Depuydt, Tom [1 ]
Oyen, Raymond [2 ]
Haustermans, Karin [1 ,4 ]
机构
[1] Katholieke Univ Leuven Hosp, Dept Radiotherapy, B-3000 Louvain, Belgium
[2] Katholieke Univ Leuven Hosp, Dept Radiol, B-3000 Louvain, Belgium
[3] Katholieke Univ Leuven Hosp, Fac Med & Engn, Med Image Computing ESAT PSI, B-3000 Louvain, Belgium
[4] LKI, Louvain, Belgium
关键词
Prostate cancer; Radiotherapy; Fiducial markers; Prostate shrinkage; Semi-automated 2D/3D registration; algorithm; RANDOMIZED CONTROLLED-TRIAL; CONFORMAL RADIOTHERAPY; RADIATION-THERAPY; FIDUCIAL MARKERS; ANDROGEN DEPRIVATION; DOSE-RESPONSE; GOLD MARKERS; BONY ANATOMY; POSITION; VOLUME;
D O I
10.1016/j.radonc.2008.10.007
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background and purpose: Currently, most available patient alignment tools based on implanted markers use manual marker matching and rigid registration transformations to measure the needed translational shifts. To quantify the particular effect of prostate gland shrinkage, implanted gold markers were tracked during a course of radiotherapy including an isotropic scaling factor to model prostate shrinkage. Materials and methods: Eight patients with prostate cancer had gold markets implanted transrectally and seven were treated with (neo) adjuvant androgen deprivation therapy. After patient alignment to skin tattoos, orthogonal electronic portal images (EPIs) were taken. A semi-automated 2D/3D marker-based registration was performed to calculate the necessary couch shifts. The registration consists of a rigid transformation combined with an isotropic scaling to model prostate shrinkage. Results: The inclusion of an isotropic shrinkage model in the registration algorithm cancelled the corresponding increase in registration error. The mean scaling factor was 0.89 +/- 0.09. For all but two patients, a decrease of the isotropic scaling factor during treatment was observed. However, there was almost no difference in the translation offset between the manual matching of the EPIs to the digitally reconstructed radiographs and the semi-automated 2D/3D registration. A decrease in the intermarker distance was found correlating with prostate shrinkage rather than with random marker migration. Conclusions: Inclusion of shrinkage in the registration process reduces registration errors during a course of radiotherapy. Nevertheless, this did not lead to a clinically significant change in the proposed table translations when compared to translations obtained with manual marker matching without a scaling correction. (C) 2008 Elsevier Ireland Ltd. All rights reserved. Radiotherapy and Oncology 90 (2009) 331-336
引用
收藏
页码:331 / 336
页数:6
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