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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：186/36  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
K-nearest Neighbor Based Locally Connected Network for Fast Morphological Reconstruction in Fluorescence Molecular Tomography 期刊论文
IEEE Transactions on Medical Imaging, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:  Meng, Hui;  Gao, Yuan;  Yang, Xin;  Wang, Kun;  Tian, Jie
浏览  |  Adobe PDF(4698Kb)  |  收藏  |  浏览/下载：287/73  |  提交时间：2020/04/29
Fluorescence Tomography  Machine Learning  Brain  
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：522/121  |  提交时间：2019/07/11
Fluorescence molecular tomography  image reconstruction  fused LASSO method  group sparsity  
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
作者:  Huang C(黄超);  Meng Hui;  Yuan Gao;  Shixin Jiang;  Kun Wang;  Jie Tian
Adobe PDF(587Kb)  |  收藏  |  浏览/下载：363/147  |  提交时间：2019/04/29
Fluorescence Molecular Tomography, Ill-poseness, Deep Convolution Neural Network, Reconstruction.  
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
作者:  Gao, Yuan;  Wang, Kun;  An, Yu;  Jiang, Shixin;  Meng, Hui;  Tian, Jie
浏览  |  Adobe PDF(708Kb)  |  收藏  |  浏览/下载：228/29  |  提交时间：2019/04/29
Light  Regularization  Registration  Information  Algorithm  Accuracy  
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
作者:  Gao, Yuan;  Wang, Kun;  Meng, Hui;  An, Yu;  Jiang, Shixin;  Tian, Jie
浏览  |  Adobe PDF(868Kb)  |  收藏  |  浏览/下载：290/57  |  提交时间：2019/04/29
Optical Molecular Imaging Frontiers in Oncology: The Pursuit of Accuracy and Sensitivity 期刊论文
Engineering, 2015, 卷号: 1, 期号: 3, 页码: 309-323
作者:  Kun Wang;  Chongwei Chi;  Zhenhua Hu;  Muhan Liu;  Hui Hui;  Wenting Shang;  Dong Peng;  Shuang Zhang;  Jiezuo Ye;  Haixiao Liu;  Jie Tian
浏览  |  Adobe PDF(7587Kb)  |  收藏  |  浏览/下载：208/38  |  提交时间：2018/01/02
Optical Molecular Imaging  Multimodality Molecular Imaging  Optical Multimodality Tomography  Ce Renkov luminesCenCe Imaging  Intraoperative Image-guided Surgery  
Bioluminescence Tomography Based on Gaussian Weighted Laplace Prior Regularization for In Vivo Morphological Imaging of Glioma 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2017, 卷号: 36, 期号: 11, 页码: 2343-2354
作者:  Gao, Yuan;  Wang, Kun;  Jiang, Shixin;  Liu, Yuhao;  Ai, Ting;  Tian, Jie
浏览  |  Adobe PDF(1962Kb)  |  收藏  |  浏览/下载：565/185  |  提交时间：2018/01/02
Bioluminescence Tomography  Multimodality Fusion  Brain  
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  
Postreconstruction filtering of 3D PET images by using weighted higher-order singular value decomposition 期刊论文
BIOMEDICAL ENGINEERING ONLINE, 2016, 卷号: 15, 期号: 1, 页码: -
作者:  Liu, Hongbo;  Wang, Kun;  Tian, Jie
Adobe PDF(3381Kb)  |  收藏  |  浏览/下载：277/77  |  提交时间：2016/10/20
Positron Emission Tomography (Pet)  Higher-order Singular Value Decomposition (Hosvd)  Anscombe Variance-stabilizing Transform (Avst)  Similarity  Weighted  Denoising