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基于卷积神经网络的激发荧光断层成像重建算法研究 学位论文
工学硕士学位, 中科科学院大学: 中国科学院大学, 2019
Authors:  黄超
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激发荧光断层重建, 深度学习, 神经网络, 前向问题, 逆向问题  
无肿瘤区域引导的生物自发荧光断层成像重建算法研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  高源
Adobe PDF(7003Kb)  |  Favorite  |  View/Download:25/3  |  Submit date:2019/06/11
光学分子影像  生物自发荧光断层成像  高斯权重拉普拉斯正则先验  双边权重拉普拉斯正则先验  多层感知机重建模型  
基于光学多模分子影像技术的抗肝肿瘤药物疗效评估 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  梁倩
Adobe PDF(4554Kb)  |  Favorite  |  View/Download:27/0  |  Submit date:2019/06/14
光学多模分子影像,自发荧光断层重建,药效评估,阿帕替尼,索拉菲尼,肝癌  
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
Favorite  |  View/Download:9/0  |  Submit date: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
Authors:  Huang C(黄超);  Meng Hui;  Yuan Gao;  Shixin Jiang;  Kun Wang;  Jie Tian
View  |  Adobe PDF(587Kb)  |  Favorite  |  View/Download:84/53  |  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:36/10  |  Submit date:2019/04/29
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:3/1  |  Submit date:2019/09/26
Fluorescence Tomography  Multi-modality Fusion  Brain  
The fluorescence molecular imaging and tomography of matrix metalloproteinase-activatable near infrared fluorescence probe and image-guided orthotopic glioma resection 期刊论文
Molecular Imaging and Biology, 2018, 卷号: 20, 期号: 6, 页码: 930-939
Authors:  Li Li;  Du Yang;  Chen xinjian;  Tian Jie
View  |  Adobe PDF(6862Kb)  |  Favorite  |  View/Download:42/14  |  Submit date:2019/02/18
Matrix Metalloproteinase, Image-guided Surgery, Glioma, Fluorescence Molecular Tomography  
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:39/7  |  Submit date:2019/04/29
Light  Regularization  Registration  Information  Algorithm  Accuracy  
Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing 期刊论文
IEEE transactions on medical imaging, 2018, 卷号: 37, 期号: 10, 页码: 2176-2184
Authors:  Ma XB(马喜波)
View  |  Adobe PDF(1623Kb)  |  Favorite  |  View/Download:76/20  |  Submit date:2018/10/09
Fluorescence Molecular tomography+inverse problem+sparsity Adaptive Correntropy Matching pursuit+robust Reconstruction