Conventional Voxel in Tomographic Reconstruction Based upon Plane-Integral Projections – Use It or Lose It? | ||
| Iranian Journal of Medical Physics | ||
| مقاله 267، دوره 15، Special Issue-12th. Iranian Congress of Medical Physics، بهمن و اسفند 2018، صفحه 269-269 | ||
| نوع مقاله: Conference Proceedings | ||
| شناسه دیجیتال (DOI): 10.22038/ijmp.2018.12913 | ||
| نویسندگان | ||
| Hojjat Mahani1؛ Gholamreza Raisali1؛ Alireza Kamali-Asl2؛ Mohammad Reza Ay* 3 | ||
| 1Radiation Application Research School, Nuclear Science and Technology Research Institute, Tehran, Iran. | ||
| 2Radiation Medicine Department, Shahid Beheshti University, Tehran, Iran. | ||
| 3Department of Medical Physics and Biomedical Engineering, Tehran University of Medical Sciences, Tehran, Iran. Research Center for Molecular and Cellular Imaging, Tehran University of Medical Sciences, Tehran, Iran. | ||
| چکیده | ||
| Introduction: While the necessity of replacing voxels with blobs in conventional tomographic reconstruction based upon line-integrals is clear, it is not however well-investigated in plane- integral-based reconstruction. The problem is more challenging in convergent-plane projection reconstruction. In this work, we are aiming at utilizing blobs as alternative to voxels. Materials and Methods: To doing so, a spinning slithole collimated small-animal SPECT scanner was modeled within GATE simulator and SPECT data acquisition was performed for NEMA IQ phantom. The slithole provides convergent-plane-integral projections of the object being imaged. The collimation data were then reconstructed using an ad hoc 3D OSEM algorithm based upon plane-integral projections using cubic voxels. The image reconstruction was repeated for blobs. Various figures of merit were assessed in order to compare voxel and blob reconstructions. Results: Both voxel and blob reconstruction algorithms were verified using a noisy 3D Shepp- Logan phantom prior to reconstructing the simulation data, with an error of 6% and 9%, respectively. Blob modeling leads to a lower computation burden by a factor of ~2.1 in on- the-fly calculation of the system matrix. A 13% increase in SNR of the hottest rod of the NEMA IQ phantom is obtained when voxels are replaced by blobs. Blob reconstruction shows an advantage over voxel reconstruction by offering a monotonically decreasing NSE across all iterations indicating a more robust statistical noise handling. Conclusion: Voxels are simple and easy-to-implement, but blobs outperforms them by exhibiting a much more efficient projector/backprojector pair due to their inherent symmetric and smooth shape. Therefore, blobs should be the basis functions of choice in the case of plane-integral-based reconstruction. | ||
| کلیدواژهها | ||
| Voxel Blob؛ Tomography Monte Carlo Plane-Integral Reconstruction | ||
|
آمار تعداد مشاهده مقاله: 529 |
||
| تعداد نشریات | 29 |
| تعداد شمارهها | 2,324 |
| تعداد مقالات | 24,864 |
| تعداد مشاهده مقاله | 82,812,690 |
| تعداد دریافت فایل اصل مقاله | 45,865,533 |