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Combination of time domain-system matrix and x-space methods to reconstruct magnetic particle images with isotropic resolution 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2024, 卷号: 69, 期号: 3, 页码: 13
作者:  Shan, Shihao;  Zhang, Chenglong;  Yin, Lin;  Yang, Xiaoli;  Yu, Dexin;  Qi, Yafei;  Li, Min;  Wildgruber, Moritz;  Du, Yang;  Tian, Jie;  Ma, Xiaopeng
收藏  |  浏览/下载：50/0  |  提交时间：2024/02/20
magnetic particle imaging  x-space  isotropic resolution  time domain system matrix  medical image reconstruction  
DERnet: a deep neural network for end-to-end reconstruction in magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2024, 卷号: 69, 期号: 1, 页码: 15
作者:  Peng, Zhengyao;  Yin, Lin;  Sun, Zewen;  Liang, Qian;  Ma, Xiaopeng;  An, Yu;  Tian, Jie;  Du, Yang
收藏  |  浏览/下载：52/0  |  提交时间：2024/02/22
magnetic particle imaging  end-to-end reconstruction  deep learning  image reconstruction  
Fusion Networks of CNN and Transformer with Channel Attention for Accurate Tumor Imaging in Magnetic Particle Imaging 期刊论文
BIOLOGY-BASEL, 2024, 卷号: 13, 期号: 1, 页码: 17
作者:  Shang, Yaxin;  Liu, Jie;  Wang, Yueqi;  Bertrand, Helene
收藏  |  浏览/下载：10/0  |  提交时间：2024/03/26
magnetic particle imaging  convolutional neural network  transformer  tumor imaging  accurate quantification  
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
作者:  Shen, Yusong;  Zhang, Liwen;  Shang, Yaxin;  Jia, Guang;  Yin, Lin;  Zhang, Hui;  Tian, Jie;  Yang, Guanyu;  Hui, Hui
收藏  |  浏览/下载：54/0  |  提交时间：2024/02/22
magnetic particle imaging  real-time reconstruction  parallel iterative method  parallel computation  
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
收藏  |  浏览/下载：113/0  |  提交时间：2023/11/16
Magnetic particle imaging  Deblurring  Unpaired data  Contrastive learning  Adversarial framework  
A unified end-to-end classification model for focal liver lesions 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 9
作者:  Zhao, Ling;  Liu, Shuaiqi;  An, Yanling;  Cai, Wenjia;  Li, Bing;  Wang, Shui-Hua;  Liang, Ping;  Yu, Jie;  Zhao, Jie
收藏  |  浏览/下载：15/0  |  提交时间：2024/03/26
Medical image classification Contrast -enhanced  ultrasound  Focal liver lesions  Deep learning  
Deep learning-based automatic scoring models for the disease activity of rheumatoid arthritis based on multimodal ultrasound images 期刊论文
RHEUMATOLOGY, 2023, 页码: 8
作者:  He, Xuelei;  Wang, Ming;  Zhao, Chenyang;  Wang, Qian;  Zhang, Rui;  Liu, Jian;  Zhang, Yixiu;  Qi, Zhenhong;  Su, Na;  Wei, Yao;  Gui, Yang;  Li, Jianchu;  Tian, Xinping;  Zeng, Xiaofeng;  Jiang, Yuxin;  Wang, Kun;  Yang, Meng
收藏  |  浏览/下载：93/0  |  提交时间：2023/11/17
deep learning  RA  activity  scoring  multimodal ultrasonography  
Weighted sum of harmonic signals for direct imaging in magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 1, 页码: 13
作者:  Liu, Yanjun;  Hui, Hui;  Liu, Sijia;  Li, Guanghui;  Zhang, Bo;  Zhong, Jing;  An, Yu;  Tian, Jie
收藏  |  浏览/下载：293/0  |  提交时间：2023/02/22
magnetic particle imaging  short-time fourier transform  direct imaging  multi-patch imaging  
A multi-view co-training network for semi-supervised medical image-based prognostic prediction 期刊论文
NEURAL NETWORKS, 2023, 卷号: 164, 页码: 455-463
作者:  Li, Hailin;  Wang, Siwen;  Liu, Bo;  Fang, Mengjie;  Cao, Runnan;  He, Bingxi;  Liu, Shengyuan;  Hu, Chaoen;  Dong, Di;  Wang, Ximing;  Wang, Hexiang;  Tian, Jie
收藏  |  浏览/下载：121/0  |  提交时间：2023/11/17
Deep neural network  Medical image analysis  Prognostic prediction  Semi-supervised learning  
Modified Jiles-Atherton Model for Dynamic Magnetization in X-Space Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, 卷号: 70, 期号: 7, 页码: 2035-2045
作者:  Li, Yimeng;  Hui, Hui;  Zhang, Peng;  Zhong, Jing;  Yin, Lin;  Zhang, Haoran;  Zhang, Bo;  An, Yu;  Tian, Jie
收藏  |  浏览/下载：125/0  |  提交时间：2023/11/17
Dynamic magnetization  Magnetic particle imaging  modified Jiles-Ather ton model  X-space reconstruction algorithm