Title :
Use of the fast Hartley transform for efficient 3D convolution in calculation of radiation dose
Author :
Erdi, A.K. ; Loew, M. ; Yorke, E. ; Erdi, Y. ; Wessels, B.
Author_Institution :
Med. Center, George Washington Univ., Washington, DC, USA
Abstract :
In radionuclide therapy, absorbed dose is calculated by convolution of a three-dimensional activity matrix with a three-dimensional dose point kernel. A technique employing the fast Hartley Transform (FHT) has been developed to perform this calculation. An important part of that development was the indexing scheme for 3D data. The results of this new FHT convolution technique were compared to direct convolution. A cube was convolved with itself by these two techniques. The results differed by less than 2 percent. In an effort to show the practical applicability of 3D convolution, a three-dimensional activity matrix from a I-131-labeled 16.88 monoclonal antibody patient was convolved with beta and photon dose point kernels using direct convolution. Isodose contours were then generated from the calculated absorbed dose matrix and overlaid on a CT image of the patient
Keywords :
Hartley transforms; convolution; dosimetry; iodine; radiation therapy; radioisotopes; CT image; I; I-131-labeled 16.88 monoclonal antibody patient; absorbed dose; absorbed dose matrix; beta dose point kernels; direct convolution; efficient 3D convolution; fast Hartley transform; isodose contours; photon dose point kernels; radiation dose; radionuclide therapy; three-dimensional activity matrix; three-dimensional dose point kernel; Biomedical imaging; Computed tomography; Convolution; Discrete transforms; Fast Fourier transforms; Indexing; Kernel; Laboratories; Medical treatment;
Conference_Titel :
Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-2050-6
DOI :
10.1109/IEMBS.1994.411840