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Application of machine learning method in optical molecular imaging: a review 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 1, 页码: 16
Authors:  An, Yu;  Meng, Hui;  Gao, Yuan;  Tong, Tong;  Zhang, Chong;  Wang, Kun;  Tian, Jie
Favorite  |  View/Download:1/0  |  Submit date:2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
A novel Cerenkov luminescence tomography approach using multilayer fully connected neural network 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2019, 卷号: 64, 期号: 24, 页码: 10
Authors:  Zhang, Zeyu;  Cai, Meishan;  Gao, Yuan;  Shi, Xiaojing;  Zhang, Xiaojun;  Hu, Zhenhua;  Tian, Jie
Favorite  |  View/Download:0/0  |  Submit date:2020/03/30
Cerenkov luminescence tomography (CLT)  optical reconstruction  photon propagation  neural network  inverse problem  
In vivo three-dimensional evaluation of tumour hypoxia in nasopharyngeal carcinomas using FMT-CT and MSOT 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2019, 页码: 12
Authors:  Huang, Wenhui;  Wang, Kun;  An, Yu;  Meng, Hui;  Gao, Yuan;  Xiong, Zhiyuan;  Yan, Hao;  Wang, Qian;  Cai, Xuekang;  Yang, Xin;  Zhang, Bin;  Chen, Qiuying;  Yang, Xing;  Tian, Jie;  Zhang, Shuixing
Favorite  |  View/Download:3/0  |  Submit date:2020/03/30
Nasopharyngeal carcinoma  Tumour hypoxia  Fluorescence molecular tomography  Multispectral optoacoustic tomography  Carbonic anhydrase IX  
Reconstruction of Fluorescence Molecular Tomography via a Fused LASSO Method Based on Group Sparsity Prior 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 5, 页码: 1361-1371
Authors:  Jiang, Shixin;  Liu, Jie;  Zhang, Guanglei;  An, Yu;  Meng, Hui;  Gao, Yuan;  Wang, Kun;  Tian, Jie
View  |  Adobe PDF(5641Kb)  |  Favorite  |  View/Download:43/4  |  Submit date:2019/07/11
Fluorescence molecular tomography  image reconstruction  fused LASSO method  group sparsity