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Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions
Zhang, Shuang1,2; Wang, Kun2,3; Liu, Hongbo2,3; Leng, Chengcai2,3; Gao, Yuan2,3; Tian, Jie2,3,4
Source PublicationMOLECULAR IMAGING AND BIOLOGY
2017-04-01
Volume19Issue:2Pages:245-255
SubtypeArticle
AbstractBioluminescence tomography (BLT) can provide in vivo three-dimensional (3D) images for quantitative analysis of biological processes in preclinical small animal studies, which is superior than the conventional planar bioluminescence imaging. However, to reconstruct light sources under the skin in 3D with desirable accuracy and efficiency, BLT has to face the ill-posed and ill-conditioned inverse problem. In this paper, we developed a new method for BLT reconstruction, which utilized the mathematical strategies of the split Bregman iterative and surrogate functions (SBISF) method.
KeywordBioluminescence Tomography Reconstruction Optical Molecular Imaging Split Bregman Method Surrogate Functions
WOS HeadingsScience & Technology ; Life Sciences & Biomedicine
DOI10.1007/s11307-016-1002-5
WOS KeywordDIFFUSE OPTICAL TOMOGRAPHY ; SPARSITY REGULARIZATION ; MOLECULAR TOMOGRAPHY ; IMAGE-RECONSTRUCTION ; ALGORITHM ; CANCER ; MODEL ; MICE
Indexed BySCI
Language英语
Funding OrganizationNational Basic Research Program of China (973 Program)(2015CB755500) ; National Natural Science Foundation of China(81227901 ; Scientific Research and Equipment Development Project of the Chinese Academy of Sciences(YZ201359) ; Chinese Academy of Sciences(KGZD-EW-T03 ; China Postdoctoral Science Foundation(2014M550881 ; 61231004 ; 2013Y1GA0004) ; 2015T80155) ; 81527805 ; 61401462)
WOS Research AreaRadiology, Nuclear Medicine & Medical Imaging
WOS SubjectRadiology, Nuclear Medicine & Medical Imaging
WOS IDWOS:000396058200008
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Cited Times:5[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/15071
Collection中国科学院分子影像重点实验室
Affiliation1.Northeastern Univ, Sino Dutch Biomed & Informat Engn Sch, Shenyang 110819, Peoples R China
2.Chinese Acad Sci, Inst Automat, Key Lab Mol Imaging, Beijing 100190, Peoples R China
3.Beijing Key Lab Mol Imaging, Zhongguancun East Rd 95, Beijing 100190, Peoples R China
4.Chinese Soc Mol Imaging, Beijing, Peoples R China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Zhang, Shuang,Wang, Kun,Liu, Hongbo,et al. Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions[J]. MOLECULAR IMAGING AND BIOLOGY,2017,19(2):245-255.
APA Zhang, Shuang,Wang, Kun,Liu, Hongbo,Leng, Chengcai,Gao, Yuan,&Tian, Jie.(2017).Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions.MOLECULAR IMAGING AND BIOLOGY,19(2),245-255.
MLA Zhang, Shuang,et al."Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions".MOLECULAR IMAGING AND BIOLOGY 19.2(2017):245-255.
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