Title :
Identifying most responsive regions in the HIP using composite models
Author :
Li, Wenjun ; Koyama, Alain ; Saeed, Isra ; Lang, Thomas
Author_Institution :
Dept. of Radiol., California Univ., San Francisco, CA
Abstract :
To identify regions inside the hip experiencing the most significant bone loss due to long-duration spaceflight, we have employed inter-subject registration to integrate hip quantitative computed tomography (QCT) scans and constructed the pre- and post-flight composite hip models for 16 astronauts, who experienced 4-6 months of spaceflights on the International Space Station. To achieve this, we applied automatic volumetric rigid and non-rigid inter-subject registration techniques to transform the two groups of hip QCT scans into a common reference hip space. Statistical comparison of the preand post-flight composite models illustrated tissue regions that showed the most serious bone loss inside the proximal femur. Based on the 16 subjects, such regions also showed statistical significance in bone loss according to voxel-by-voxel t-test and false discovery rate (FDR) analysis. By emphasizing on such most responsive regions, we can potentially develop more sensitive bone measurement methods for detecting and analyzing bone response to environmental and other factors, such as aging and osteoporosis drug therapies
Keywords :
aerospace biophysics; biomedical measurement; bone; computerised tomography; diseases; drugs; geriatrics; image registration; medical image processing; patient treatment; physiological models; aging; astronauts; automatic rigid registration; bone loss; bone measurement methods; bone response analysis; bone response detection; composite models; computed tomography scans; drug therapy; false discovery rate analysis; hip; intersubject registration; long-duration spaceflight; nonrigid intersubject registration; osteoporosis; post-flight composite hip models; preflight composite hip models; proximal femur; quantitative computed tomography; reference hip space; responsive regions; tissue regions; volumetric rigid registration; voxel-by-voxel t-test; Hip;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
Conference_Location :
Arlington, VA
Print_ISBN :
1-4244-0672-2
Electronic_ISBN :
1-4244-0672-2
DOI :
10.1109/ISBI.2007.356948