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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：14/6  |  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：24/5  |  提交时间：2024/06/28
Multi-scale Adaptive Transformer for Image Deblurring in Magnetic Particle 会议论文
, Athens,Greece, 2024-5
作者:  Fan Yang;  Liwen Zhang;  Jiaxin Zhang;  Zechen Wei;  Xin Yang;  Jie Tian;  Hui Hui
Adobe PDF(759Kb)  |  收藏  |  浏览/下载：19/7  |  提交时间：2024/06/21
基于弛豫矫正的磁粒子成像分辨率提升系统、方法及设备 专利
专利类型: 发明专利, 专利号: ZL 2024 1 0005000.4, 申请日期: 2024-04-01,
发明人:  田捷;  朱涛;  惠辉;  王玥琦;  卫泽琛;  杨鑫
Adobe PDF(1197Kb)  |  收藏  |  浏览/下载：32/12  |  提交时间：2024/06/03
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：87/4  |  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：96/0  |  提交时间：2023/12/21
Superficial soft-tissue masses  Deep learning model  Ultrasound  Diagnosis  Computer-assisted diagnosis  
Highly sensitive magnetic particle imaging of vulnerable atherosclerotic plaque with active myeloperoxidase-targeted nanoparticles (vol 11, pg 506, 2021) 期刊论文
THERANOSTICS, 2022, 卷号: 12, 期号: 17, 页码: 7641-7641
作者:  Tong, Wei;  Hui, Hui;  Shang, Wenting;  Zhang, Yingqian;  Tian, Feng;  Ma, Qiang;  Yang, Xin;  Tian, Jie;  Chen, Yundai
收藏  |  浏览/下载：105/0  |  提交时间：2023/03/20
Elimination of stripe artifacts in light sheet fluorescence microscopy using an attention-based residual neural network 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 3, 页码: 1292-1311
作者:  Wei, Zechen;  Wu, Xiangjun;  Tong, Wei;  Zhang, Suhui;  Yang, Xin;  Tian, Jie;  Hui, Hui
Adobe PDF(6522Kb)  |  收藏  |  浏览/下载：259/12  |  提交时间：2022/06/06
Structure attention co-training neural network for neovascularization segmentation in intravascular optical coherence tomography 期刊论文
MEDICAL PHYSICS, 2022, 页码: 16
作者:  Wu, Xiangjun;  Zhang, Yingqian;  Zhang, Peng;  Hui, Hui;  Jing, Jing;  Tian, Feng;  Jiang, Jingying;  Yang, Xin;  Chen, Yundai;  Tian, Jie
收藏  |  浏览/下载：231/0  |  提交时间：2022/03/17
co-training  IVOCT  neovascularization segmentation  structural attention mechanism  
Gene signatures predict biochemical recurrence-free survival in primary prostate cancer patients after radical therapy 期刊论文
CANCER MEDICINE, 2021, 页码: 11
作者:  Su, Qiang;  Liu, Zhenyu;  Chen, Chi;  Gao, Han;  Zhu, Yongbei;  Wang, Liusu;  Pan, Meiqing;  Liu, Jiangang;  Yang, Xin;  Tian, Jie
收藏  |  浏览/下载：266/0  |  提交时间：2021/11/03
biochemical recurrence-free survival  gene signature  LASSO-Cox regression  primary prostate cancer  radical therapy