3D deformable registration for monitoring radiotherapy treatment in prostate cancer

被引:0
|
作者
Rodriguez-Vila, Borja [1 ]
Pettersson, Johanna [2 ,3 ]
Borga, Magnus [2 ,3 ]
Garcia-Vicente, Feliciano [4 ]
Gomez, Enrique J. [1 ]
Knutsson, Hans [2 ,3 ]
机构
[1] Univ Politecn Madrid, Bioengn & Telemed Grp, E-28040 Madrid, Spain
[2] Linkoping Univ, Dept Biomed Engn, S-58183 Linkoping, Sweden
[3] Linkoping Univ, Ctr Med Image Sci & Visualizat, S-58183 Linkoping, Sweden
[4] Univ Hosp La Princesa, Radiotherapy Dept, Med Phys, Madrid, Spain
来源
IMAGE ANALYSIS, PROCEEDINGS | 2007年 / 4522卷
关键词
D O I
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中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Two deformable registration methods, the Demons and the Morphon algorithms, have been used for registration of CT datasets to evaluate their usability in radiotherapy planning for prostate cancer. These methods were chosen because they can perform deformable registration in a fully automated way. The experiments show that for intrapatient registration both of the methods give useful results, although some differences exist in the way they deform the template. The Morphon method has, however, some advantageous compared to the Demons method. It is invariant to the image intensity and it does not distort the deformed data. The conclusion is therefore to recommend the Morphon method as a registration tool for this application. A more flexible regularization model is needed, though, in order to be able to catch the full range of deformations required to match the datasets.
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页码:750 / +
页数:2
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