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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  
Automated Segmentation and Classification of Knee Synovitis Based on MRI Using Deep Learning 期刊论文
ACADEMIC RADIOLOGY, 2024, 卷号: 31, 期号: 4, 页码: 1518-1527
作者:  Wang, Qizheng;  Yao, Meiyi;  Song, Xinhang;  Liu, Yandong;  Xing, Xiaoying;  Chen, Yongye;  Zhao, Fangbo;  Liu, Ke;  Cheng, Xiaoguang;  Jiang, Shuqiang;  Lang, Ning
收藏  |  浏览/下载:6/0  |  提交时间:2024/12/06
Knee  Synovitis  Magnetic resonance imaging  Deep learning  Diagnosis  
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 3, 页码: 633-646
作者:  Zhao, Ziyuan;  Zhou, Fangcheng;  Xu, Kaixin;  Zeng, Zeng;  Guan, Cuntai;  Zhou, S. Kevin
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Image segmentation  Adaptation models  Biomedical imaging  Annotations  Adversarial machine learning  Magnetic resonance imaging  Training  Unsupervised domain adaptation  medical image segmentation  cross-modality learning  semi-supervised learning  adversarial learning  
Glioma Grading on Conventional MR Images: A Deep Learning Study With Transfer Learning 期刊论文
FRONTIERS IN NEUROSCIENCE, 2018, 卷号: 12, 页码: 10
作者:  Yang, Yang;  Yan, Lin-Feng;  Zhang, Xin;  Han, Yu;  Nan, Hai-Yan;  Hu, Yu-Chuan;  Hu, Bo;  Yan, Song-Lin;  Zhang, Jin;  Cheng, Dong-Liang;  Ge, Xiang-Wei;  Cui, Guang-Bin;  Zhao, Di;  Wang, Wen
收藏  |  浏览/下载:87/0  |  提交时间:2019/08/16
deep learning  convolutional neural network (CNN)  transfer learning  glioma grading  magnetic resonance imaging (MRI)  
Inferring functional connectivity in fmri using minimum partial correlation 期刊论文
International journal of automation and computing, 2017, 卷号: 14, 期号: 4, 页码: 371
作者:  Nie Lei;  Yang Xian;  Matthews Paul M;  Xu Zhiwei;  Guo Yike
收藏  |  浏览/下载:10/0  |  提交时间:2023/12/04
Functional connectivity  Functional magnetic resonance imaging (fmri)  Network modelling  Partial correlation  Pc-algorithm  Resting-state networks