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Magnetic particle imaging deblurring with dual contrastive learning and adversarial framework 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 卷号: 165, 页码: 11
作者:  Zhang, Jiaxin;  Wei, Zechen;  Wu, Xiangjun;  Shang, Yaxin;  Tian, Jie;  Hui, Hui
Adobe PDF(6341Kb)  |  收藏  |  浏览/下载：144/1  |  提交时间：2023/11/16
Magnetic particle imaging  Deblurring  Unpaired data  Contrastive learning  Adversarial framework  
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：191/38  |  提交时间：2021/06/16
molecular imaging, machine learning, artificial intelligence  
Real-time intraoperative glioma diagnosis using fluorescence imaging and deep convolutional neural networks 期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 卷号: 48, 期号: 11, 页码: 3482-3492
作者:  Shen, Biluo;  Zhang, Zhe;  Shi, Xiaojing;  Cao, Caiguang;  Zhang, Zeyu;  Hu, Zhenhua;  Ji, Nan;  Tian, Jie
Adobe PDF(1209Kb)  |  收藏  |  浏览/下载：369/71  |  提交时间：2021/05/17
Fluorescence imaging  Deep learning  Convolutional neural networks  Intraoperative pathology  Gliomas  
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：204/55  |  提交时间：2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
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：353/58  |  提交时间：2020/03/30
optical molecular imaging  machine learning  artificial intelligence  
Improved generative adversarial networks using the total gradient loss for the resolution enhancement of fluorescence images 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2019, 卷号: 10, 期号: 9, 页码: 4742-4756
作者:  Zhang, Chong;  Wang, Kun;  An, Yu;  He, Kunshan;  Tong, Tong;  Tian, Jie
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：275/80  |  提交时间：2019/09/26
Core brain networks interactions and cognitive control in internet gaming disorder individuals in late adolescence/early adulthood 期刊论文
BRAIN STRUCTURE & FUNCTION, 2016, 卷号: 221, 期号: 3, 页码: 1427-1442
作者:  Yuan, Kai;  Qin, Wei;  Yu, Dahua;  Bi, Yanzhi;  Xing, Lihong;  Jin, Chenwang;  Tian, Jie
Adobe PDF(6347Kb)  |  收藏  |  浏览/下载：467/235  |  提交时间：2016/10/20
Internet Gaming Disorder  Salience Network  Central Executive Network  Default Mode Network  Cognitive Control  
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：281/78  |  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  
Recent advances in bioluminescence tomography: methodology and system as well as application 期刊论文
LASER & PHOTONICS REVIEWS, 2014, 卷号: 8, 期号: 1, 页码: 94-114
作者:  Qin, Chenghu;  Feng, Jinchao;  Zhu, Shouping;  Ma, Xibo;  Zhong, Jianghong;  Wu, Ping;  Jin, Zhengyu;  Tian, Jie
Adobe PDF(4217Kb)  |  收藏  |  浏览/下载：381/88  |  提交时间：2015/08/12
Bioluminescence Tomography  Biophotonics  Optical Molecular Imaging  Inverse Source Reconstruction  Optical Imaging Instrument  Multimodality Fusion  
Noninvasive Estimation of the Input Function for Dynamic Mouse F-18-FDG MicroPET Studies 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2013, 卷号: 60, 期号: 11, 页码: 3103-3112
作者:  Mu, Wei;  Chen, Zhe;  Dai, Xiaoqian;  Tian, Jie
Adobe PDF(934Kb)  |  收藏  |  浏览/下载：270/91  |  提交时间：2015/08/12
Bayesian Penalty Term  Constraint Nonnegative Matrix Factorization (Cnmf)  Delay And Dispersion Effects  Input Function  Partial-volume And Spillover Effects