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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:0/0  |  Submit date:2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
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:0/0  |  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:42/4  |  Submit date:2019/07/11
Fluorescence molecular tomography  image reconstruction  fused LASSO method  group sparsity  
Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study 期刊论文
GUT, 2019, 卷号: 68, 期号: 4, 页码: 729-741
Authors:  Wang, Kun;  Lu, Xue;  Zhou, Hui;  Gao, Yongyan;  Zheng, Jian;  Tong, Minghui;  Wu, Changjun;  Liu, Changzhu;  Huang, Liping;  Jiang, Tian'an;  Meng, Fankun;  Lu, Yongping;  Ai, Hong;  Xie, Xiao-Yan;  Yin, Li-Ping;  Liang, Ping;  Tian, Jie;  Zheng, Rongqin
View  |  Adobe PDF(4798Kb)  |  Favorite  |  View/Download:26/3  |  Submit date:2019/09/26
Fast and Robust Reconstruction Method for Fluorescence Molecular Tomography based on Deep Neural Network 会议论文
, The Moscone Center, San Francisco, California, USA, 2019-02-02
Authors:  Huang C(黄超);  Meng Hui;  Yuan Gao;  Shixin Jiang;  Kun Wang;  Jie Tian
View  |  Adobe PDF(587Kb)  |  Favorite  |  View/Download:122/75  |  Submit date:2019/04/29
Fluorescence Molecular Tomography, Ill-poseness, Deep Convolution Neural Network, Reconstruction.  
Bioluminescence Tomography Based on Bilateral Weight Laplace method for In vivo Morphological Imaging of Glioma 会议论文
, San Francisco, USA, 2019.02.01
Authors:  Gao, Yuan;  Wang, Kun;  Meng, Hui;  An, Yu;  Jiang, Shixin;  Tian, Jie
View  |  Adobe PDF(868Kb)  |  Favorite  |  View/Download:53/12  |  Submit date:2019/04/29
The MR radiomic signature can predict preoperative lymph node metastasis in patients with esophageal cancer 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 2, 页码: 906-914
Authors:  Qu, Jinrong;  Shen, Chen;  Qin, Jianjun;  Wang, Zhaoqi;  Liu, Zhenyu;  Guo, Jia;  Zhang, Hongkai;  Gao, Pengrui;  Bei, Tianxia;  Wang, Yingshu;  Liu, Hui;  Kamel, Ihab R.;  Tian, Jie;  Li, Hailiang
Favorite  |  View/Download:18/0  |  Submit date:2019/07/12
Magnetic resonance imaging  Esophageal cancer  Lymph nodes  Metastasis  
In vivo three-dimensional evaluation of tumor hypoxia in nasopharyngeal carcinomas using FMT-CT and MSOT 期刊论文
European Journal of Nuclear Medicine and Molecular Imaging, 2019, 卷号: 0, 期号: 0, 页码: 0
Authors:  Wenhui Huang;  Wang K(王坤);  Yu An;  Hui Meng;  Yuan Gao;  Zhiyuan Xiong;  Hao Yan;  Qian Wang;  Xuekang Cai;  Xin Yang;  Bin Zhang;  Qiuying Chen;  Xing Yang;  Jie Tian;  Shuixing Zhang
View  |  Adobe PDF(2830Kb)  |  Favorite  |  View/Download:30/5  |  Submit date:2019/09/26
Nasopharyngeal Carcinoma  Tumour Hypoxia  Fluorescence Molecular Tomography  Multispectral Optoacoustic Tomography  
Adaptive Gaussian Weighted Laplace Prior Regularization Enables Accurate Morphological Reconstruction in Fluorescence Molecular Tomography 期刊论文
IEEE Transactions on Medical Imaging, 2019, 卷号: 无, 期号: 无, 页码: 无
Authors:  Hui Meng;  Kun Wang;  Yuan Gao;  Yushen Jin;  Xibo Ma;  Jie Tian
View  |  Adobe PDF(1108Kb)  |  Favorite  |  View/Download:18/2  |  Submit date:2019/09/26
Fluorescence Tomography  Multi-modality Fusion  Brain  
Non model-based bioluminescence tomography using a machine-learning reconstruction strategy 期刊论文
Optica, 2018, 卷号: 5, 期号: 11, 页码: 1451-1454
Authors:  Gao, Yuan;  Wang, Kun;  An, Yu;  Jiang, Shixin;  Meng, Hui;  Tian, Jie
View  |  Adobe PDF(708Kb)  |  Favorite  |  View/Download:65/7  |  Submit date:2019/04/29
Light  Regularization  Registration  Information  Algorithm  Accuracy