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JOINT MULTI-TASK LEARNING FOR SURVIVAL PREDICTION OF GASTRIC CANCER PATIENTS USING CT IMAGES 会议论文
, 线上会议, 2021-4
Authors:  Liwen Zhang;  Di Dong;  Zaiyi Liu;  Junlin Zhou;  Jie Tian
Adobe PDF(316Kb)  |  Favorite  |  View/Download:15/2  |  Submit date:2024/06/21
Multi-scale Adaptive Transformer for Image Deblurring in Magnetic Particle 会议论文
, Athens,Greece, 2024-5
Authors:  Fan Yang;  Liwen Zhang;  Jiaxin Zhang;  Zechen Wei;  Xin Yang;  Jie Tian;  Hui Hui
Adobe PDF(759Kb)  |  Favorite  |  View/Download:29/13  |  Submit date:2024/06/21
Content-Noise Feature Fusion Neural Network for Image Denoising in Magnetic Particle Imaging 会议论文
, Sydney Australia, 2023
Authors:  Tan Wang;  Liwen Zhang;  Zechen Wei;  Yusong Shen;  Jie Tian;  Hui Hui
Adobe PDF(1180Kb)  |  Favorite  |  View/Download:20/9  |  Submit date:2024/06/21
A greedy regularized block Kaczmarz method for accelerating reconstruction in magnetic particle imaging 期刊论文
Physics in Medicine & Biology, 2024, 页码: 无
Authors:  Yusong Shen;  Zhang LW(张利文);  Hui Zhang;  Yimeng Li;  Jing Zhao;  Jie Tian;  Guanyu Yang;  Hui Hui
Adobe PDF(1377Kb)  |  Favorite  |  View/Download:37/14  |  Submit date:2024/06/21
A systematic 3-D magnetic particle imaging simulation model for quantitative analysis of reconstruction image quality 期刊论文
Computer Methods and Programs in Biomedicine, 2024, 卷号: 252, 页码: 108250-108250
Authors:  Yusong Shen;  Liwen Zhang;  Hui Hui;  Lishuang Guo;  Tan Wang;  Guanyu Yang;  Jie Tian
Adobe PDF(6711Kb)  |  Favorite  |  View/Download:41/17  |  Submit date:2024/06/11
Magnetic particle imaging  Simulation model  Parallel computing  Simulation software tool  
Spatial-Frequency Multi-Scale Transformer for Deblurring and Shape-Preserving Reconstruction in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2024, 卷号: 10, 页码: 196-207
Authors:  Shang, Yaxin;  Liu, Jie;  Liu, Yanjun;  Wang, Yueqi;  Shen, Yusong;  Wu, Xiangjun;  Zhang, Liwen;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:40/0  |  Submit date:2024/05/30
Feature extraction  Imaging  Image reconstruction  Image edge detection  Frequency-domain analysis  Image restoration  Transforms  Magnetic particle imaging  X-space  transformer  deblurring  shape-preserving  
An adaptive multi-frame parallel iterative method for accelerating real-time magnetic particle imaging reconstruction 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 24, 页码: 16
Authors:  Shen, Yusong;  Zhang, Liwen;  Shang, Yaxin;  Jia, Guang;  Yin, Lin;  Zhang, Hui;  Tian, Jie;  Yang, Guanyu;  Hui, Hui
Favorite  |  View/Download:111/0  |  Submit date:2024/02/22
magnetic particle imaging  real-time reconstruction  parallel iterative method  parallel computation  
Progressive Pretraining Network for 3D System Matrix Calibration in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 12, 页码: 3639-3650
Authors:  Shi, GenY;  Yin, Lin;  An, Yu;  Li, Guanghui;  Zhang, Liwen;  Bian, Zhongwei;  Chen, Ziwei;  Zhang, Haoran;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:81/0  |  Submit date:2024/02/22
Magnetic particle imaging  system matrix  multimodal data  pretraining strategy  
Anisotropic edge-preserving network for resolution enhancement in unidirectional Cartesian magnetic particle imaging 期刊论文
Physics in Medicine & Biology, 2023, 卷号: 68, 期号: 4
Authors:  Shang,Yaxin;  Liu,Jie;  Liu,Yanjun;  Zhang,Bo;  Wu,Xiangjun;  Zhang,Liwen;  Tong,Wei;  Hui,Hui;  Tian,Jie
Favorite  |  View/Download:147/0  |  Submit date:2023/05/31
deep learning  magnetic particle imaging  point spread function  superparamagnetic iron oxide nanoparticles  unidirectional Cartesian  
PGNet: Projection generative network for sparse-view reconstruction of projection-based magnetic particle imaging 期刊论文
MEDICAL PHYSICS, 2022, 页码: 18
Authors:  Wu, Xiangjun;  He, Bingxi;  Gao, Pengli;  Zhang, Peng;  Shang, Yaxin;  Zhang, Liwen;  Zhong, Jing;  Jiang, Jingying;  Hui, Hui;  Tian, Jie
Favorite  |  View/Download:249/0  |  Submit date:2022/11/21
deep learning  field-free line  magnetic particle imaging  sparse view