4.6 Article

Interactive Deformation Registration of Endorectal Prostate MRI Using ITK Thin Plate Splines

期刊

ACADEMIC RADIOLOGY
卷 16, 期 3, 页码 351-357

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.acra.2008.09.011

关键词

Prostate cancer; Insight Segmentation and Registration Toolkit; thin plate spline; deformable registration; radiotherapy

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Rationale and Objectives. Magnetic resonance imaging with an endorectal coil allows high-resolution imaging of prostate cancer and the Surrounding normal organs. These anatomic details can lie used to direct radiotherapy. However, organ deformation introduced by the endorectal coil makes it difficult to register magnetic resonance images for treatment planning. in this Study, plug-ins for the volume visualization software VolView were implemented oil the basis of algorithms from the National Library of Medicine's Insight Segmentation and Registration Toolkit (ITK). Materials and Methods. Magnetic resonance images of a phantom Simulating human pelvic Structures were obtained with and without the endorectal coil balloon inflated. The prostate not deformed by the endorectal balloon was registered to the deformed prostate using an ITK thin plate spline (TPS). This plug-in allows the use of crop planes to limit the deformable registration in the region of interest around the prostate. These crop planes restricted the support of the TPS to the area around the prostate, where most of the deformation Occurred. The region Outside the crop planes was anchored by grid points. Results. The TPS was more accurate in registering the local deformation of the prostate compared with a TPS variant, the elastic body spline. The TPS was also applied to register ail in vivo T(2)-weighted endorectal magnetic resonance image. The intraprostatic tumor was accurately registered. This could potentially guide the boosting of intraprostatic targets. The Source and tat-get landmarks were placed graphically. This TPS plug-in allows the registration to be undone. The landmarks could be added, removed, and adjusted in real time and in three dimensions between repeated registrations. Conclusion. This interactive TPS plug-in allows a user to obtain a high level of accuracy satisfactory to a specific application efficiently. Because it is open-source Software, the imaging community will be able to validate and improve the algorithm.

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