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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：34/16  |  提交时间：2024/06/28
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：22/11  |  提交时间：2024/06/21
Dual Contrastive Learning with Adversarial Framework for Magnetic Particle Imaging Deblurring 会议论文
, Aachen, Germany, 2023-3-22
作者:  Zhang, Jiaxin;  Wei, Zechen;  Liu, Yuanduo;  Wu, Xiangjun;  Tian, Jie;  Hui, Hui
Adobe PDF(1341Kb)  |  收藏  |  浏览/下载：67/29  |  提交时间：2024/05/29
A Streamlined 3-D Magnetic Particle Imaging System With a Two-Stage Excitation Feed-Through Compensation Strategy 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 1-10
作者:  Yin L(尹琳);  Li W(李玮);  Bian ZW(卞忠伟);  Chen ZW(陈梓威);  Liu YJ(刘晏君);  Zhong J(钟景);  Zhang SX(张水兴);  Du Y(杜洋);  Hui H(惠辉);  Tian J(田捷)
Adobe PDF(3893Kb)  |  收藏  |  浏览/下载：75/36  |  提交时间：2024/03/26
3-D imaging  compensation strategy  magnetic particle imaging (MPI)  
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：112/7  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
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：204/20  |  提交时间：2023/11/16
Magnetic particle imaging  Deblurring  Unpaired data  Contrastive learning  Adversarial framework  
self-supervised signal denoising for magnetic particle imaging 会议论文
, International Conventional Centre, Sydney, Australia, 2023-7-24
作者:  Peng, Huiling;  Li, Yimeng;  Tian, Jie;  Hui, Hui
Adobe PDF(1549Kb)  |  收藏  |  浏览/下载：185/52  |  提交时间：2023/06/25