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

被引:17
作者
Cheung, M. Rex [1 ]
Krishnan, Karthik [2 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[2] Kitware Inc, Clifton Pk, NY USA
关键词
Prostate cancer; Insight Segmentation and Registration Toolkit; thin plate spline; deformable registration; radiotherapy; EXTERNAL-BEAM RADIOTHERAPY; RADIATION-THERAPY; DOSE-RESPONSE; CANCER; VALIDATION; ANATOMY; SEGMENTATION; SPECTROSCOPY; TOMOGRAPHY; RISK;
D O I
10.1016/j.acra.2008.09.011
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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.
引用
收藏
页码:351 / 357
页数:7
相关论文
共 25 条
[1]   Registration of MR prostate images with biomechanical modeling and nonlinear parameter estimation [J].
Alterovitz, R ;
Goldberg, K ;
Pouliot, J ;
Hsu, ICJ ;
Kim, Y ;
Noworolski, SM ;
Kurhanewicz, J .
MEDICAL PHYSICS, 2006, 33 (02) :446-454
[3]   Investigation of bladder dose and volume factors influencing late urinary toxicity after external beam radiotherapy for prostate cancer [J].
Cheung, M. Rex ;
Tucker, Susan L. ;
Dong, Lei ;
de Crevoisier, Renaud ;
Lee, Andrew K. ;
Frank, Steven ;
Kudchadker, Rajat J. ;
Thames, Howard ;
Mohan, Radhe ;
Kuban, Deborah .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2007, 67 (04) :1059-1065
[4]   Dose-response characteristics of low- and intermediate-risk prostate cancer treated with external beam radiotherapy [J].
Cheung, R ;
Tucker, SL ;
Lee, AK ;
De Crevoisier, R ;
Dong, L ;
Kamat, A ;
Pisters, L ;
Kuban, D .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2005, 61 (04) :993-1002
[5]   Characterization of rectal normal tissue complication probability after high-dose external beam radiotherapy for prostate cancer [J].
Cheung, R ;
Tucker, SL ;
Ye, JS ;
Dong, L ;
Liu, H ;
Huang, E ;
Mohan, R ;
Kuban, D .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2004, 58 (05) :1513-1519
[6]   Dose-response for biochemical control among high-risk prostate cancer patients after external beam radiotherapy [J].
Cheung, R ;
Tucker, SL ;
Dong, L ;
Kuban, D .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2003, 56 (05) :1234-1240
[7]   A physics-based coordinate transformation for 3-D image matching [J].
Davis, MH ;
Khotanzad, A ;
Flamig, DP ;
Harms, SE .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (03) :317-328
[8]  
DEAN D, 2000, CROSS SECTIONAL HUMA, P191
[9]   Semiautomatic nonrigid registration for the prostate and pelvic MR volumes [J].
Fei, BW ;
Duerk, JL ;
Sodee, DB ;
Wilson, DL .
ACADEMIC RADIOLOGY, 2005, 12 (07) :815-824
[10]   Development of multiorgan finite element-based prostate deformation model enabling registration of endorectal coil magnetic resonance imaging for radiotherapy planning [J].
Hensel, Jennifer M. ;
Menard, Cynthia ;
Chung, Peter W. M. ;
Milosevic, Michael F. ;
Kirilova, Anna ;
Moseley, Joanne L. ;
Haider, Masoom A. ;
Brock, Kristy K. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2007, 68 (05) :1522-1528