Residential College | false |
Status | 已發表Published |
Potential for Improved Dosimetry for Targeted Radionuclide Dosimetry Using Non-Rigid Registration | |
Edwin Ao1; Greta Mok1; Na Song2; Eric Frey3 | |
2013 | |
Conference Name | the Society of Nuclear Medicine and Molecular Imaging 2013 Annual Meeting |
Source Publication | J Nucl Med |
Volume | 54 |
Conference Date | Vancouver, BC, Canada |
Conference Place | June 8-12, 2013 |
Abstract | Objectives Previously we showed that organ non-rigid deformation is important for targeted radionuclide therapy (TRT) dosimetry. This simulation study aims to improve TRT dosimetry by non-rigid registration for sequential quantitative SPECT images. Methods We modeled 3 anatomical variations each with 3 In-111 Zevalin activity distributions, i.e., a total of 9 phantoms, at 1, 12, 24, 72 and 144 hrs post-injection using the digital 4D Extended Cardiac Torso (XCAT) phantom. Local deformation of the liver, kidneys, spleen and stomach were modeled of <5 pixels/degrees with <5% volume change. Whole body rigid motion of <5 pixels/degrees of translation/rotation was modeled. Realistic noisy projections were generated by an analytical projector and then reconstructed using OS-EM with 128 updates including attenuation, scatter and collimator-detector response corrections. Individual organs at 5 time points were segmented semi-automatically or using the exact volume-of-interest (VOI) maps from the phantom. Segmented organs were registered to the 24-hr time point by affine+B-spline registration. Voxel by voxel integration was done on registered images over 5 time points, followed by convolution with a Y-90 dose kernel to generate dose images. Organ dose, dose volume histograms (DVHs) and mean square error (MSE) were calculated for DVHs. Results After non-rigid image registration with semi-automatic VOI segmentation, the mean difference in organ dose was reduced from -17.3±5.98% to 1.55±2.35% and -11.3±2.67% to -1.79±2.56% for spleen and liver respectively. For all organs, MSE improved for 19.8-93% and DVHs showed substantial improvement after registration. Conclusions Non-rigid registration improved dose estimation for different organs. It substantially improved DVH estimates especially for spleen and liver without the aid of CT, and is important for reliable 3D dosimetry. |
Language | 英語English |
Document Type | Conference paper |
Collection | Faculty of Health Sciences DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Affiliation | 1.Department of Electrical and Computer Engineering, University of Macau, Macao, Macao 2.Department of Nuclear Medicine, Albert Einstein College of Medicine, Yeshiva University, Bronx, NY 3.Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Edwin Ao,Greta Mok,Na Song,et al. Potential for Improved Dosimetry for Targeted Radionuclide Dosimetry Using Non-Rigid Registration[C], 2013. |
APA | Edwin Ao., Greta Mok., Na Song., & Eric Frey (2013). Potential for Improved Dosimetry for Targeted Radionuclide Dosimetry Using Non-Rigid Registration. J Nucl Med, 54. |
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