Title :
MicroCT-guided Bioluminescence Tomography Based on the Adaptive Finite Element Tomographic Algorithm
Author :
Lv, Yujie ; Tian, Jie ; Cong, Wenxiang ; Wang, Ge ; Kumar, Durairaj
Author_Institution :
Med. Image Process. Group, Chinese Acad. of Sci., Beijing
Abstract :
Molecular imaging is an emerging imaging technique in biological and medical field. Thereinto, bioluminescence tomography (BLT) plays a significant role. In view of the ill-posedness of the BLT problem, a priori knowledge is indispensable to reconstruct bioluminescent source uniquely and quantitatively. In this paper, the anatomical information of a real mouse is obtained with the microCT scanner to represent different macroscopic biological tissues. The proposed tomographic algorithm based on the adaptive finite element methods (FEMs) employs the microCT slices based coarse volumetric mesh to reconstruct source distribution quantitatively according to a posteriori error estimation techniques. In order to avoid the inverse crime, a Monte Carlo (MC) method based virtual optical environment, molecular optical simulation environment (MOSE), is also adopted for producing the measurement data. Finally, simulation results with the above framework demonstrate the effectiveness and potential of the proposed adaptive tomographic algorithm
Keywords :
Monte Carlo methods; bioluminescence; computerised tomography; image reconstruction; maximum likelihood estimation; medical image processing; mesh generation; molecular biophysics; optical tomography; FEM; Monte Carlo method; a posteriori error estimation techniques; adaptive finite element tomographic algorithm; anatomical information; bioluminescent source; macroscopic biological tissues; microCT scanner; microCT-guided bioluminescence tomography; molecular imaging; molecular optical simulation environment; source reconstruction; virtual optical environment; volumetric mesh; Biological tissues; Bioluminescence; Biomedical imaging; Biomedical optical imaging; Finite element methods; Image reconstruction; Mice; Molecular imaging; Optical imaging; Tomography;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.260762