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Combination of time domain-system matrix and x-space methods to reconstruct magnetic particle images with isotropic resolution 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2024, 卷号: 69, 期号: 3, 页码: 13
作者:  Shan, Shihao;  Zhang, Chenglong;  Yin, Lin;  Yang, Xiaoli;  Yu, Dexin;  Qi, Yafei;  Li, Min;  Wildgruber, Moritz;  Du, Yang;  Tian, Jie;  Ma, Xiaopeng
收藏  |  浏览/下载：49/0  |  提交时间：2024/02/20
magnetic particle imaging  x-space  isotropic resolution  time domain system matrix  medical image reconstruction  
A unified end-to-end classification model for focal liver lesions 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 9
作者:  Zhao, Ling;  Liu, Shuaiqi;  An, Yanling;  Cai, Wenjia;  Li, Bing;  Wang, Shui-Hua;  Liang, Ping;  Yu, Jie;  Zhao, Jie
收藏  |  浏览/下载：14/0  |  提交时间：2024/03/26
Medical image classification Contrast -enhanced  ultrasound  Focal liver lesions  Deep learning  
PSSGAN: Towards spectrum shift based perceptual quality enhancement for fluorescence 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2023, 卷号: 107, 页码: 11
作者:  Fu, Lidan;  Lu, Binchun;  Tian, Jie;  Hu, Zhenhua
收藏  |  浏览/下载：70/0  |  提交时间：2023/11/17
Medical image enhancement  Fluorescence imaging  Cycle-consistent generative adversarial  network  No-reference metric  
A multi-view co-training network for semi-supervised medical image-based prognostic prediction 期刊论文
NEURAL NETWORKS, 2023, 卷号: 164, 页码: 455-463
作者:  Li, Hailin;  Wang, Siwen;  Liu, Bo;  Fang, Mengjie;  Cao, Runnan;  He, Bingxi;  Liu, Shengyuan;  Hu, Chaoen;  Dong, Di;  Wang, Ximing;  Wang, Hexiang;  Tian, Jie
收藏  |  浏览/下载：118/0  |  提交时间：2023/11/17
Deep neural network  Medical image analysis  Prognostic prediction  Semi-supervised learning  
CeLNet: a correlation-enhanced lightweight network for medical image segmentation 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 11, 页码: 14
作者:  Zhang, Bangze;  Wang, Xiaoyan;  Liu, Lianggui;  Zhang, Denghui;  Huang, Xiaojie;  Xia, Ming;  Jiang, Weiwei;  Huang, Xiangsheng
收藏  |  浏览/下载：59/0  |  提交时间：2023/11/17
medical image  multi-slice  segmentation  lightweight  contextual learning  
Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
作者:  Jiaqi Li;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu;  Feng Lin;  Weitong Chen;  Miao Xu
Adobe PDF(2262Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：6/2  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Double-branch U-Net for multi-scale organ segmentation 期刊论文
METHODS, 2022, 卷号: 205, 页码: 220-225
作者:  Liu, Yuhao;  Qin, Caijie;  Yu, Zhiqian;  Yang, Ruijie;  Suqing, Tian;  Liu, Xia;  Ma, Xibo
收藏  |  浏览/下载：230/0  |  提交时间：2022/09/19
Multi -scale segmentation  Organ segmentation  Medical image  
A shape-guided deep residual network for automated CT lung segmentation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 250, 页码: 10
作者:  Yang, Lei;  Gu, Yuge;  Huo, Benyan;  Liu, Yanhong;  Bian, Guibin
收藏  |  浏览/下载：216/0  |  提交时间：2022/09/19
Deep network architecture  Medical image analysis  Shape stream network  Residual unit  Attention fusion unit