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BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 15
作者:  Wei, Zechen;  Liu, Yanjun;  Zhu, Tao;  Yang, Xin;  Tian, Jie;  Hui, Hui
Adobe PDF(6094Kb)  |  收藏  |  浏览/下载:67/1  |  提交时间:2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
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:196/39  |  提交时间:2021/06/16
molecular imaging, machine learning, artificial intelligence  
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 5, 页码: 1484-1498
作者:  Wang, Hanfan;  Bian, Chang;  Kong, Lingxin;  An, Yu;  Du, Yang;  Tian, Jie
Adobe PDF(8176Kb)  |  收藏  |  浏览/下载:417/68  |  提交时间:2021/06/15
Image reconstruction  Fluorescence  Probes  Mathematical model  Photonics  Molecular imaging  Biological tissues  Fluorescence molecular tomography  adaptive parameter search  elastic net  
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:217/57  |  提交时间:2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
NIR-II/NIR-I Fluorescence Molecular Tomography of Heterogeneous Mice Based on Gaussian Weighted Neighborhood Fused Lasso Method 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 卷号: 39, 期号: 6, 页码: 2213-2222
作者:  Cai, Meishan;  Zhang, Zeyu;  Shi, Xiaojing;  Hu, Zhenhua;  Tian, Jie
Adobe PDF(2134Kb)  |  收藏  |  浏览/下载:362/76  |  提交时间:2020/08/03
Fluorescence molecular tomography  NIR-II  NIR-I  GWNFL method  
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: 38, 期号: 12, 页码: 2726-2734
作者:  Hui Meng;  Kun Wang;  Yuan Gao;  Yushen Jin;  Xibo Ma;  Jie Tian
浏览  |  Adobe PDF(2085Kb)  |  收藏  |  浏览/下载:306/77  |  提交时间:2019/09/26
Fluorescence Tomography  Multi-modality Fusion  Brain  
Sparse Reconstruction of Fluorescence Molecular Tomography Using Variable Splitting and Alternating Direction Scheme 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2018, 卷号: 20, 期号: 1, 页码: 37-46
作者:  Ye, Jinzuo;  Du, Yang;  An, Yu;  Mao, Yamin;  Jiang, Shixin;  Shang, Wenting;  He, Kunshan;  Yang, Xin;  Wang, Kun;  Chi, Chongwei;  Tian, Jie
浏览  |  Adobe PDF(4197Kb)  |  收藏  |  浏览/下载:394/104  |  提交时间:2018/01/02
Fluorescence Molecular Tomography  Reconstruction  Variable Splitting  Alternating Direction Scheme  In Vivo imagIng  
Fast in vivo bioluminescence tomography using a novel pure optical imaging technique 期刊论文
JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2017, 卷号: 10, 期号: 3
作者:  Zhang, Shuang;  Leng, Chengcai;  Liu, Hongbo;  Wang, Kun;  Tian, Jie
Adobe PDF(435Kb)  |  收藏  |  浏览/下载:324/66  |  提交时间:2017/07/18
Optical Surface Reconstruction  Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Light Flux Reconstruction  
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
浏览  |  Adobe PDF(4217Kb)  |  收藏  |  浏览/下载:385/88  |  提交时间:2015/08/12
Bioluminescence Tomography  Biophotonics  Optical Molecular Imaging  Inverse Source Reconstruction  Optical Imaging Instrument  Multimodality Fusion  
Detection of mouse liver cancer via a parallel iterative shrinkage method in hybrid optical/microcomputed tomography imaging 期刊论文
JOURNAL OF BIOMEDICAL OPTICS, 2012, 卷号: 17, 期号: 12, 页码: -
作者:  Wu, Ping;  Liu, Kai;  Zhang, Qian;  Xue, Zhenwen;  Li, Yongbao;  Ning, Nannan;  Yang, Xin;  Li, Xingde;  Tian, Jie
浏览  |  Adobe PDF(6534Kb)  |  收藏  |  浏览/下载:334/91  |  提交时间:2015/08/12
Iterative Shrinkage  Bioluminescence Imaging  Tumor Detection  In Vivo imagIng