Institutional Repository of Chinese Acad Sci, Inst Automat, CAS Key Lab Mol Imaging, Beijing 100190, Peoples R China
| 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
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| Source Publication | JOURNAL OF BIOPHOTONICS
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| ISSN | 1864-063X |
| 2022-08-17 | |
| Pages | 11 |
| Corresponding Author | Liu, Jiangang(jgliu@buaa.edu.cn) ; Tian, Jie(tian@ieee.org) |
| Abstract | Cerenkov 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. |
| Keyword | Cerenkov luminescence tomography glioma matching pursuit |
| DOI | 10.1002/jbio.202200126 |
| WOS Keyword | FLUORESCENCE MOLECULAR TOMOGRAPHY ; ROBUST RECONSTRUCTION ; REGULARIZATION |
| Indexed By | SCI |
| Language | 英语 |
| Funding Project | Beijing 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 Organization | Beijing 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 Area | Biochemistry & Molecular Biology ; Biophysics ; Optics |
| WOS Subject | Biochemical Research Methods ; Biophysics ; Optics |
| WOS ID | WOS:000843346500001 |
| Publisher | WILEY-V C H VERLAG GMBH |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.ia.ac.cn/handle/173211/49898 |
| Collection | 中国科学院分子影像重点实验室 |
| Corresponding Author | Liu, Jiangang; Tian, Jie |
| Affiliation | 1.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 Affilication | Institute of Automation, Chinese Academy of Sciences |
| Corresponding Author Affilication | Institute 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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