CASIA OpenIR  > 中国科学院分子影像重点实验室
A novel weighted auxiliary set matching pursuit method for glioma in Cerenkov luminescence tomography reconstruction
Guo, Lishuang1,2; Cai, Meishan2,3; Zhang, Xiaoning1,2; Zhang, Zeyu1,2; Shi, Xiaojing2,3; Zhang, Xiaojun4; Liu, Jiangang1; Hu, Zhenhua2,3; Tian, Jie1,2,3
Source PublicationJOURNAL OF BIOPHOTONICS
ISSN1864-063X
2022-08-17
Pages11
Corresponding AuthorLiu, Jiangang(jgliu@buaa.edu.cn) ; Tian, Jie(tian@ieee.org)
AbstractCerenkov luminescence tomography (CLT) is a promising three-dimensional imaging technology that has been actively investigated in preclinical studies. However, because of the ill-posedness in the inverse problem of CLT reconstruction, the reconstruction performance is still not satisfactory for broad biomedical applications. In this study, a novel weighted auxiliary set matching pursuit (WASMP) method was explored to enhance the accuracy of CLT reconstruction. The numerical simulations and in vivo imaging studies using tumor-bearing mice models were conducted to evaluate the performance of the WASMP method. The results of the above experiments proved that the WASMP method achieved superior reconstruction performance than other approaches in terms of positional accuracy and shape recovery. It further demonstrates that the atom selection strategy proposed in this study has a positive effect on improving the accuracy of atoms. The proposed WASMP improves the accuracy for CLT reconstruction for biomedical applications.
KeywordCerenkov luminescence tomography glioma matching pursuit
DOI10.1002/jbio.202200126
WOS KeywordFLUORESCENCE MOLECULAR TOMOGRAPHY ; ROBUST RECONSTRUCTION ; REGULARIZATION
Indexed BySCI
Language英语
Funding ProjectBeijing Natural Science Foundation[JQ19027] ; Beijing Natural Science Foundation[Z200027] ; CAS Youth Interdisciplinary Team[JCTD-2021-08] ; National Natural Science Foundation of China[62027901] ; National Natural Science Foundation of China[81930053] ; National Natural Science Foundation of China[92059207] ; National Natural Science Foundation of China[81227901] ; National Key Research and Development Program of China[2017YFA0205200] ; Strategic Priority Research Program of the Chinese Academy of Sciences[XDA16021200] ; Zhuhai High-level Health Personnel Team Project[Zhuhai HLHPTP201703]
Funding OrganizationBeijing Natural Science Foundation ; CAS Youth Interdisciplinary Team ; National Natural Science Foundation of China ; National Key Research and Development Program of China ; Strategic Priority Research Program of the Chinese Academy of Sciences ; Zhuhai High-level Health Personnel Team Project
WOS Research AreaBiochemistry & Molecular Biology ; Biophysics ; Optics
WOS SubjectBiochemical Research Methods ; Biophysics ; Optics
WOS IDWOS:000843346500001
PublisherWILEY-V C H VERLAG GMBH
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/49898
Collection中国科学院分子影像重点实验室
Corresponding AuthorLiu, Jiangang; Tian, Jie
Affiliation1.Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Sch Engn Med, 37 Xueyuan Rd, Beijing, Peoples R China
2.Chinese Acad Sci, Inst Automat, Beijing Key Lab Mol Imaging, Beijing, Peoples R China
3.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China
4.Chinese Peoples Liberat Army Gen Hosp, Dept Nucl Med, Beijing, Peoples R China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Guo, Lishuang,Cai, Meishan,Zhang, Xiaoning,et al. A novel weighted auxiliary set matching pursuit method for glioma in Cerenkov luminescence tomography reconstruction[J]. JOURNAL OF BIOPHOTONICS,2022:11.
APA Guo, Lishuang.,Cai, Meishan.,Zhang, Xiaoning.,Zhang, Zeyu.,Shi, Xiaojing.,...&Tian, Jie.(2022).A novel weighted auxiliary set matching pursuit method for glioma in Cerenkov luminescence tomography reconstruction.JOURNAL OF BIOPHOTONICS,11.
MLA Guo, Lishuang,et al."A novel weighted auxiliary set matching pursuit method for glioma in Cerenkov luminescence tomography reconstruction".JOURNAL OF BIOPHOTONICS (2022):11.
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