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A review of the application of machine learning in molecular imaging 期刊论文
Annals of Translational Medicine, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Yin, Lin;  Cao, Zhen;  Wang, Kun;  Tian, Jie;  Yang, Xing;  Zhang, Jianhua
Adobe PDF(4435Kb)  |  收藏  |  浏览/下载:189/38  |  提交时间:2021/06/16
molecular imaging, machine learning, artificial intelligence  
Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data 期刊论文
Photoacoustics, 2020, 卷号: 19, 期号: 19, 页码: 100190
作者:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
Adobe PDF(9199Kb)  |  收藏  |  浏览/下载:196/51  |  提交时间:2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
Improved Block Sparse Bayesian Learning Method Using K-Nearest Neighbor Strategy for Accurate Tumor Morphology Reconstruction in Bioluminescence Tomography 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 卷号: 67, 期号: 7, 页码: 2023-2032
作者:  Yin, Lin;  Wang, Kun;  Tong, Tong;  An, Yu;  Meng, Hui;  Yang, Xin;  Tian, Jie
浏览  |  Adobe PDF(646Kb)  |  收藏  |  浏览/下载:328/58  |  提交时间:2020/08/03
Image reconstruction  Bayes methods  Tumors  Inverse problems  Light sources  Tomography  Morphology  Bioluminescence tomography (BLT)  block sparse Bayesian learning  morphology recovery  
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
作者:  An, Yu;  Meng, Hui;  Gao, Yuan;  Tong, Tong;  Zhang, Chong;  Wang, Kun;  Tian, Jie
Adobe PDF(5942Kb)  |  收藏  |  浏览/下载:345/57  |  提交时间:2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
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
作者:  Jiang, Shixin;  Liu, Jie;  Zhang, Guanglei;  An, Yu;  Meng, Hui;  Gao, Yuan;  Wang, Kun;  Tian, Jie
Adobe PDF(5641Kb)  |  收藏  |  浏览/下载:523/121  |  提交时间:2019/07/11
Fluorescence molecular tomography  image reconstruction  fused LASSO method  group sparsity  
Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2017, 卷号: 19, 期号: 2, 页码: 245-255
作者:  Zhang, Shuang;  Wang, Kun;  Liu, Hongbo;  Leng, Chengcai;  Gao, Yuan;  Tian, Jie
Adobe PDF(3239Kb)  |  收藏  |  浏览/下载:287/101  |  提交时间:2017/07/18
Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Split Bregman Method  Surrogate Functions  
Curve-Driven-Based Acoustic Inversion for Photoacoustic Tomography 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 卷号: 35, 期号: 12, 页码: 2546-2557
作者:  Liu, Hongbo;  Wang, Kun;  Peng, Dong;  Li, Hui;  Zhu, Yukun;  Zhang, Shuang;  Liu, Muhan;  Tian, Jie
Adobe PDF(2269Kb)  |  收藏  |  浏览/下载:341/78  |  提交时间:2017/05/05
Photoacoustic Tomography  Model Matrix  Acoustic Inversion  Curve-driven  Interpolated-matrix-model Inversion  
Multispectral hybrid Cerenkov luminescence tomography based on the finite element SPn method 期刊论文
JOURNAL OF BIOMEDICAL OPTICS, 2015, 卷号: 20, 期号: 8, 页码: 086007
作者:  Liu, Haixiao;  Yang, Xin;  Song, Tianming;  Bao, Chengpeng;  Shi, Liangliang;  Hu, Zhenhua;  Wang, Kun;  Tian, Jie
浏览  |  Adobe PDF(617Kb)  |  收藏  |  浏览/下载:388/118  |  提交时间:2015/11/12
Cerenkov Luminescence Tomography  Spherical Harmonics Approximation  Multispectral  Diffusion Theory