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Medical image reconstruction with multi-level deep learning denoiser and tight frame regularization 期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2024, 卷号: 477, 页码: 19
作者:  Wu, Tingting;  Huang, Chaoyan;  Jia, Shilong;  Li, Wei;  Chan, Raymond;  Zeng, Tieyong;  Zhou, S. Kevin
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Medical image reconstruction  Multi-level wavelet convolutional neural  network  Tight frame  Proximal alternating minimization  Magnetic resonance imaging  Positron emission tomography  
Two-step hierarchical neural network for classification of dry age-related macular degeneration using optical coherence tomography images 期刊论文
FRONTIERS IN MEDICINE, 2023, 卷号: 10, 页码: 12
作者:  Hu, Min;  Wu, Bin;  Lu, Di;  Xie, Jing;  Chen, Yiqiang;  Yang, Zhikuan;  Dai, Weiwei
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
optical coherence tomography (OCT)  age-related macular degeneration (AMD)  nascent geographic atrophy (nGA)  convolutional neural network (CNN)  deep learning  
Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 卷号: 19, 期号: 1, 页码: 209-219
作者:  Gao, Shan;  Han, Renmin;  Zeng, Xiangrui;  Liu, Zhiyong;  Xu, Min;  Zhang, Fa
收藏  |  浏览/下载:24/0  |  提交时间:2022/12/07
Cryo-electron tomography  image classification  convolution neural network  
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 75, 页码: 10
作者:  Zhou, Bo;  Chen, Xiongchao;  Zhou, S. Kevin;  Duncan, James S.;  Liu, Chi
收藏  |  浏览/下载:34/0  |  提交时间:2022/06/21
Sparse view  Metal artifact  Computed tomography  Recurrent network  Dual-domain network  Data consistency  
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 卷号: 39, 期号: 3, 页码: 634-643
作者:  Liao, Haofu;  Lin, Wei-An;  Zhou, S. Kevin;  Luo, Jiebo
收藏  |  浏览/下载:51/0  |  提交时间:2020/12/10
Metals  Computed tomography  Decoding  Mars  X-ray imaging  Image reconstruction  Training  Image enhancement  restoration (noise and artifact reduction)  neural network  X-ray imaging  computed tomography  
A Loss Inference Algorithm for Wireless Sensor Networks to Improve Data Reliability of Digital Ecosystems 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 卷号: 58, 期号: 6, 页码: 2126-2137
作者:  Yang, Yu;  Xu, Yongjun;  Li, Xiaowei;  Chen, Canfeng
收藏  |  浏览/下载:80/0  |  提交时间:2019/12/16
Cyber-physical ecosystems (CPEs)  data aggregation  digital ecosystems (DEs)  network performance measurement  network tomography  wireless sensor networks (WSNs)