中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
首页 机构 成果 学者
  
  1. CAS IR Grid
  2. 自动化研究所
  3. 中国科学院自动化研究所
  4. 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

文献类型：期刊论文

作者Guo, Lishuang3,4; Cai, Meishan2,3; Zhang, Xiaoning3,4; Zhang, Zeyu3,4; Shi, Xiaojing2,3; Zhang, Xiaojun1; Liu, Jiangang4; Hu, Zhenhua2,3; Tian, Jie2,3,4
刊名JOURNAL OF BIOPHOTONICS
出版日期2022-08-17
页码11
ISSN号1864-063X
关键词Cerenkov luminescence tomography glioma matching pursuit
DOI10.1002/jbio.202200126
通讯作者Liu, Jiangang(jgliu@buaa.edu.cn) ; Tian, Jie(tian@ieee.org)
英文摘要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.
WOS关键词FLUORESCENCE MOLECULAR TOMOGRAPHY ; ROBUST RECONSTRUCTION ; REGULARIZATION
资助项目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]
WOS研究方向Biochemistry & Molecular Biology ; Biophysics ; Optics
语种英语
出版者WILEY-V C H VERLAG GMBH
WOS记录号WOS:000843346500001
资助机构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
源URL[http://ir.ia.ac.cn/handle/173211/49897]  
专题自动化研究所_中国科学院分子影像重点实验室
通讯作者Liu, Jiangang; Tian, Jie
作者单位1.Chinese Peoples Liberat Army Gen Hosp, Dept Nucl Med, Beijing, Peoples R China
2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China
3.Chinese Acad Sci, Inst Automat, Beijing Key Lab Mol Imaging, Beijing, Peoples R China
4.Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Sch Engn Med, 37 Xueyuan Rd, Beijing, Peoples R China
推荐引用方式
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.

入库方式： OAI收割

来源：自动化研究所

浏览0
下载0
收藏0
其他版本

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。