Publications
Patient Specific Dosimetry Phantoms Using Multichannel LDDMM of the Whole Body.
Tward DJ; Ceritoglu C; Kolasny A; Sturgeon GM; Segars WP; Miller MI; Ratnanather JT; International journal of biomedical imaging. 2011-Dec; 2011(481064)
This paper describes an automated procedure for creating detailed patient-specific pediatric dosimetry phantoms from a small set of segmented organs in a child's CT scan. The algorithm involves full body mappings from adult template to pediatric images using multichannel large deformation diffeomorphic metric mapping (MC-LDDMM). The parallel implementation and performance of MC-LDDMM for this application is studied here for a sample of 4 pediatric patients, and from 1 to 24 processors. 93.84% of computation time is parallelized, and the efficiency of parallelization remains high until more than 8 processors are used. The performance of the algorithm was validated on a set of 24 male and 18 female pediatric patients. It was found to be accurate typically to within 1-2 voxels (2-4 mm) and robust across this large and variable data set.
PMID:
21960989 doi:
10.1155/2011/481064
BMAP Author
Daniel Tward Ph.D.