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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
收藏  |  浏览/下载：28/0  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
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
作者:  Shi, GenY;  Yin, Lin;  An, Yu;  Li, Guanghui;  Zhang, Liwen;  Bian, Zhongwei;  Chen, Ziwei;  Zhang, Haoran;  Hui, Hui;  Tian, Jie
收藏  |  浏览/下载：24/0  |  提交时间：2024/02/22
Magnetic particle imaging  system matrix  multimodal data  pretraining strategy  
A Novel Spatial Position Prediction Navigation System Makes Surgery More Accurate 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 12, 页码: 3614-3624
作者:  Zhang, Lin-Sen;  Liu, Shi-Qi;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Hou, Zeng-Guang;  Wang, Chao-Nan;  Qu, Xin-Kai;  Han, Wen-Zheng;  Ma, Xi-Yao;  Song, Meng
收藏  |  浏览/下载：26/0  |  提交时间：2024/02/22
Vascular interventional surgery  3D prediction guide  autonomous operation  path-planning  weighted probability error ellipsoid  
Magnetic Particle Imaging-Guided Hyperthermia for Precise Treatment of Cancer: Review, Challenges, and Prospects 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2023, 页码: 14
作者:  Lei, Siao;  He, Jie;  Gao, Pengli;  Wang, Yueqi;  Hui, Hui;  An, Yu;  Tian, Jie
收藏  |  浏览/下载：71/0  |  提交时间：2023/11/15
Magnetic particle imaging  Magnetic fluid hyperthermia  Cancer  Precise treatment  
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：269/0  |  提交时间：2023/02/22
magnetic particle imaging  short-time fourier transform  direct imaging  multi-patch imaging  
System matrix recovery based on deep image prior in magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 3, 页码: 14
作者:  Yin, Lin;  Guo, Hongbo;  Zhang, Peng;  Li, Yimeng;  Hui, Hui;  Du, Yang;  Tian, Jie
收藏  |  浏览/下载：250/0  |  提交时间：2023/03/20
magnetic particle imaging  deep image prior  system matrix recovery  
Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：152/40  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
Gradient-Based Pulsed Excitation and Relaxation Encoding in Magnetic Particle Imaging 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 12, 页码: 3725-3733
作者:  Jia, Guang;  Huang, Liyu;  Wang, Ze;  Liang, Xiaofeng;  Zhang, Yu;  Zhang, Yifei;  Miao, Qiguang;  Hu, Kai;  Li, Tanping;  Wang, Ying;  Xi, Li;  Feng, Xin;  Hui, Hui;  Tian, Jie
收藏  |  浏览/下载：153/0  |  提交时间：2023/02/22
Magnetic particle imaging  pulsed excitation  gradient field  field free line  spatial encoding  tomography  magnetic nanoparticles  Debye relaxation time  system matrix  singular value decomposition  
Excitation-based fully connected network for precise NIR-II fluorescence molecular tomography 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 12, 页码: 6284-6299
作者:  Cao, Caiguang;  Xiao, Anqi;  Cai, Meishan;  Shen, Biluo;  Guo, Lishuang;  Shi, Xiaojing;  Tian, Jie;  Hu, Zhenhua
Adobe PDF(6713Kb)  |  收藏  |  浏览/下载：266/48  |  提交时间：2023/03/20
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：230/59  |  提交时间：2022/12/27
Decoding  Brain modeling  Functional magnetic resonance imaging  Predictive models  Emotion recognition  Dimensionality reduction  Pattern recognition  Fine-grained emotion decoding  multi-label learning  multi-view learning  product of experts (PoEs)  variational autoencoder