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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：26/11  |  提交时间：2024/06/28
Recovery of fundamental frequency component in magnetic particle imaging Using an attention-based neural network 会议论文
, 德国亚琛, 2023-03-25
作者:  Zechen Wei;  Yanjun Liu;  Tao Zhu;  Xin Yang;  Jie Tian;  Hui Hui
Adobe PDF(13118Kb)  |  收藏  |  浏览/下载：36/8  |  提交时间：2024/06/28
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：101/5  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
Deep learning models of ultrasonography significantly improved the differential diagnosis performance for superficial soft-tissue masses: a retrospective multicenter study 期刊论文
BMC MEDICINE, 2023, 卷号: 21, 期号: 1, 页码: 11
作者:  Long, Bin;  Zhang, Haoyan;  Zhang, Han;  Chen, Wen;  Sun, Yang;  Tang, Rui;  Lin, Yuxuan;  Fu, Qiang;  Yang, Xin;  Cui, Ligang;  Wang, Kun
收藏  |  浏览/下载：104/0  |  提交时间：2023/12/21
Superficial soft-tissue masses  Deep learning model  Ultrasound  Diagnosis  Computer-assisted diagnosis