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Adaptive Multiphase Liver Tumor Segmentation With Multiscale Supervision 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 426-430
作者:  Kuang, Haopeng;  Yang, Xue;  Li, Hongjun;  Wei, Jingwei;  Zhang, Lihua
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Tumors  Feature extraction  Liver  Image segmentation  Computed tomography  Annotations  Hospitals  Liver tumor segmentation  multi-phase computed tomography  multi-scale supervision  
Two‑stage hybrid network for segmentation of COVID‑19 pneumonia lesions in CT images: a multicenter study 期刊论文
Medical & Biological Engineering & Computing, 2022, 页码: 2721-2736
作者:  Yaxin Shang;  Zechen Wei;  Hui Hui;  Xiaohu Li;  Liang Li;  Yongqiang Yu;  Ligong Lu;  Li Li;  Hongjun Li;  Qi Yang;  Meiyun Wang;  Mexiao Zhan;  Wei Wang;  Guanghao Zhang;  XIangjun Wu;  Li Wang;  Jie Liu;  Jie Tian;  Yunfei Zha
Adobe PDF(3275Kb)  |  收藏  |  浏览/下载：21/6  |  提交时间：2024/06/28
Multi-scale dual domain network for nonlinear magnetization signal filtering in magnetic particle imaging 期刊论文
Biomedical Signal Processing and Control, 2023, 页码: 1-15
作者:  Huiling Peng;  Zechen Wei;  Yimeng Li;  Tao Zhu;  Tan Wang;  Zhan Fan;  Xin Yang;  Jie Tian;  Hui Hui
Adobe PDF(12956Kb)  |  收藏  |  浏览/下载：17/7  |  提交时间：2024/06/28
JOINT MULTI-TASK LEARNING FOR SURVIVAL PREDICTION OF GASTRIC CANCER PATIENTS USING CT IMAGES 会议论文
, 线上会议, 2021-4
作者:  Liwen Zhang;  Di Dong;  Zaiyi Liu;  Junlin Zhou;  Jie Tian
Adobe PDF(316Kb)  |  收藏  |  浏览/下载：13/1  |  提交时间：2024/06/21
Content-Noise Feature Fusion Neural Network for Image Denoising in Magnetic Particle Imaging 会议论文
, Sydney Australia, 2023
作者:  Tan Wang;  Liwen Zhang;  Zechen Wei;  Yusong Shen;  Jie Tian;  Hui Hui
Adobe PDF(1180Kb)  |  收藏  |  浏览/下载：17/8  |  提交时间：2024/06/21
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
作者:  Shang, Yaxin;  Liu, Jie;  Liu, Yanjun;  Wang, Yueqi;  Shen, Yusong;  Wu, Xiangjun;  Zhang, Liwen;  Hui, Hui;  Tian, Jie
收藏  |  浏览/下载：36/0  |  提交时间：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  
Breaking boundaries in radiology: redefining AI diagnostics via raw data ahead of reconstruction 期刊论文
Physics in Medicine & Biology, 2024, 卷号: 69, 期号: 7
作者:  He,Bingxi;  Sun,Caixia;  Li,Hailin;  Wang,Yongbo;  She,Yunlang;  Zhao,Mengmeng;  Fang,Mengjie;  Zhu,Yongbei;  Wang,Kun;  Liu,Zhenyu;  Wei,Ziqi;  Mu,Wei;  Wang,Shuo;  Tang,Zhenchao;  Wei,Jingwei;  Shao,Lizhi;  Tong,Lixia;  Huang,Feng;  Tang,Mingze;  Guo,Yu;  Zhang,Huimao;  Dong,Di;  Chen,Chang;  Ma,Jianhua;  Tian,Jie
收藏  |  浏览/下载：31/0  |  提交时间：2024/05/30
deep learning  sinogram  CT scans  lung cancer  raw data  
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
Adobe PDF(15462Kb)  |  收藏  |  浏览/下载：70/8  |  提交时间：2024/03/26
magnetic particle imaging  convolutional neural network  transformer  tumor imaging  accurate quantification  
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
Adobe PDF(1035Kb)  |  收藏  |  浏览/下载：114/8  |  提交时间：2024/02/22
magnetic particle imaging  end-to-end reconstruction  deep learning  image reconstruction  
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：94/5  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal