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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：24/6  |  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：25/11  |  提交时间：2024/06/28
A greedy regularized block Kaczmarz method for accelerating reconstruction in magnetic particle imaging 期刊论文
Physics in Medicine & Biology, 2024, 页码: 无
作者:  Yusong Shen;  Zhang LW(张利文);  Hui Zhang;  Yimeng Li;  Jing Zhao;  Jie Tian;  Guanyu Yang;  Hui Hui
Adobe PDF(1377Kb)  |  收藏  |  浏览/下载：35/13  |  提交时间：2024/06/21
PSSGAN: Towards spectrum shift based perceptual quality enhancement for fluorescence imaging 期刊论文
Computerized Medical Imaging and Graphics, 2023, 页码: 102216
作者:  Fu LD(符礼丹);  Lu BC;  Tian J;  Hu ZH
Adobe PDF(3460Kb)  |  收藏  |  浏览/下载：41/11  |  提交时间：2024/06/13
A deep learning-based computational prediction model for characterizing cellular biomarker distribution in tumor microenvironment 期刊论文
SPIE, 2022, 卷号: 12039, 页码: 1605-7422
作者:  Zhengyao Peng;  Chang Bian;  Yang Du;  Jie Tian
Adobe PDF(572Kb)  |  收藏  |  浏览/下载：50/22  |  提交时间：2024/05/28
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：77/10  |  提交时间：2024/03/26
magnetic particle imaging  convolutional neural network  transformer  tumor imaging  accurate quantification  
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：98/5  |  提交时间：2024/02/22
Magnetic particle imaging  deep learning  self-attention mechanism  time-frequency spectrum  background signal  
Deep learning-based radiomics model can predict extranodal soft tissue metastasis in gastric cancer 期刊论文
MEDICAL PHYSICS, 2023, 页码: 11
作者:  Liu, Shengyuan;  Deng, Jingyu;  Dong, Di;  Fang, Mengjie;  Ye, Zhaoxiang;  Hu, Yanfeng;  Li, Hailin;  Zhong, Lianzhen;  Cao, Runnan;  Zhao, Xun;  Shang, Wenting;  Li, Guoxin;  Liang, Han;  Tian, Jie
Adobe PDF(2945Kb)  |  收藏  |  浏览/下载：186/9  |  提交时间：2023/11/17
deep learning  extranodal soft tissue metastasis  gastric cancer  radiomics  
Differentiable RandAugment: Learning Selecting Weights and Magnitude Distributions of Image Transformations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 2413-2427
作者:  Xiao, Anqi;  Shen, Biluo;  Tian, Jie;  Hu, Zhenhua
收藏  |  浏览/下载：85/0  |  提交时间：2023/11/17
Task analysis  Training  Data models  Costs  Optimization  Search problems  Upper bound  Data augmentation  automated machine learning  differentiable optimization  random augmentation  
PP-NAS: Searching for Plug-and-Play Blocks on Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:  Xiao, Anqi;  Shen, Biluo;  Tian, Jie;  Hu, Zhenhua
收藏  |  浏览/下载：114/0  |  提交时间：2023/11/17
Convolution  Search problems  Optimization  Computer architecture  Object detection  Molecular imaging  Visualization  Multiscale  neural architecture search (NAS)  plug-and-play  representation learning