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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  
深度学习在医学图像分割中的研究与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  杨雪松
Adobe PDF(4347Kb)  |  Favorite  |  View/Download:36/0  |  Submit date:2019/07/04
医学图像分割,深度学习,卷积网络,度量学习,对抗网络,循环神经网络,协同分割  
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
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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  
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:81/50  |  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:34/10  |  Submit date:2019/04/29
Efficient Confidence-Based Hierarchical Stereo Disparity Upsampling for Noisy Inputs 期刊论文
IEEE Access, 2019, 卷号: 0, 期号: 0, 页码: 0
Authors:  Xiang-bing Meng;  Mei Zhang;  Zhao-xing Zhang;  Rong Wang;  Zheng Geng;  Fei-Yue Wang
View  |  Adobe PDF(3168Kb)  |  Favorite  |  View/Download:124/37  |  Submit date:2018/10/09
Disparity Upsampling  Confidence Evaluation  Noise  Hierarchical Structure  Multichannel Upsampling  
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:38/7  |  Submit date:2019/04/29
Light  Regularization  Registration  Information  Algorithm  Accuracy