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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  
Local Feature Matters: Cascade Multi-Scale MLP for Edge Segmentation of Medical Images 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2023, 卷号: 22, 期号: 4, 页码: 828-835
作者:  Lv, Jinkai;  Hu, Yuyong;  Fu, Quanshui;  Hu, Yuqiang;  Lv, Lin;  Yang, Guoqing;  Li, Jinpeng;  Zhao, Yi
收藏  |  浏览/下载:18/0  |  提交时间:2023/12/04
MLP  medical image segmentation  semantic segmentation  
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  
VoxSeP: semi-positive voxels assist self-supervised 3D medical segmentation 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 16
作者:  Yang, Zijie;  Xie, Lingxi;  Zhou, Wei;  Huo, Xinyue;  Wei, Longhui;  Lu, Jian;  Tian, Qi;  Tang, Sheng
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
3D medical image segmentation  Contrastive learning  Self-supervised learning  Unsupervised learning  
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载:28/0  |  提交时间:2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning  
面向房颤分析的左心房分割方法综述 期刊论文
中国图象图形学报, 2022, 卷号: 27, 期号: 12, 页码: 3429
作者:  赵春艳;  吴清;  余太慧;  蔡兆熙;  沈君;  赵地;  郭士杰;  王元全
收藏  |  浏览/下载:9/0  |  提交时间:2024/05/20
atrial fibrillation (AF)  medical image  deep learning (DL)  left atrium segmentation  left atrium function  房颤(AF)  医学图像  深度学习(DL)  左心房分割  左心房功能  
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises 期刊论文
PROCEEDINGS OF THE IEEE, 2021, 卷号: 109, 期号: 5, 页码: 820-838
作者:  Zhou, S. Kevin;  Greenspan, Hayit;  Davatzikos, Christos;  Duncan, James S.;  Van Ginneken, Bram;  Madabhushi, Anant;  Prince, Jerry L.;  Rueckert, Daniel;  Summers, Ronald M.
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Imaging  Medical diagnostic imaging  Image segmentation  Diseases  Task analysis  Medical services  Computed tomography  Deep learning (DL)  medical imaging  survey  
Richer fusion network for breast cancer classification based on multimodal data 期刊论文
BMC Medical Informatics and Decision Making, 2021, 卷号: 21, 期号: Suppl 1
作者:  Yan,Rui;  Zhang,Fa;  Rao,Xiaosong;  Lv,Zhilong;  Li,Jintao;  Zhang,Lingling;  Liang,Shuang;  Li,Yilin;  Ren,Fei;  Zheng,Chunhou;  Liang,Jun
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Pathological image  Electronic medical record  Multimodal fusion  Breast cancer classification  Convolutional neural network  
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 2003-2015
作者:  Liu, Xinda;  Min, Weiqing;  Mei, Shuhuan;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
Diseases  Agriculture  Plants (biology)  Visualization  Image recognition  Feature extraction  Medical diagnosis  Plant disease recognition  fine-grained visual classification  reweighting approach  feature aggregation  
基于改进U-Net的关节滑膜磁共振图像的分割 期刊论文
计算机应用, 2020, 卷号: 40, 期号: 11, 页码: 3340
作者:  魏小娜;  邢嘉祺;  王振宇;  王颖珊;  石洁;  赵地;  汪红志
收藏  |  浏览/下载:9/0  |  提交时间:2024/05/20
synovitis  magnetic resonance image  medical image segmentation  data augmentation  U-Net  滑膜炎  磁共振图像  医学图像分割  数据增广  U-Net