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DyGLNet: Hybrid global-local feature fusion with dynamic upsampling for medical image segmentation 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 173, 页码: 12
作者:  Zhao, Yican;  Wang, Ce;  Hao, You;  Li, Lei;  Liao, Tianli
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Medical image segmentation  Feature fusion  Dynamic upsampling  Multi-scale  
Achieving fair medical image segmentation in foundation models with adversarial visual prompt tuning 期刊论文
INFORMATION SCIENCES, 2025, 卷号: 720, 页码: 16
作者:  Li, Yuqi;  Li, Yanli;  Zhang, Kai;  Zhang, Fuyan;  Yang, Chuanguang;  Guo, Zhongliang;  Ding, Weiping;  Huang, Tingwen
收藏  |  浏览/下载：33/0  |  提交时间：2025/12/03
Fairness  Image segmentation  Foundation models  Visual prompt tuning  Medicine data analysis  
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 12, 页码: 5197-5207
作者:  Han, Kai;  Wang, Shuhui;  Chen, Jun;  Qian, Chengxuan;  Lyu, Chongwen;  Ma, Siqi;  Qiu, Chengjian;  Sheng, Victor S.;  Huang, Qingming;  Liu, Zhe
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Noise measurement  Training  Image segmentation  Annotations  Uncertainty  Estimation  Medical diagnostic imaging  Data models  Computational modeling  Noise  Medical image segmentation  noisy label learning  uncertainty estimation  pseudo label  
Efficient Medical Image Segmentation via Reinforcement Learning-Driven K-Space Sampling 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2025, 页码: 14
作者:  Li, Yuqi;  Zeng, Hansheng;  Zhang, Fuyan;  Yang, Chuanguang;  Li, Yanli;  Ding, Weiping
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Magnetic resonance imaging  Image reconstruction  Image segmentation  Accuracy  Reinforcement learning  Pathology  Medical diagnostic imaging  Adaptation models  Measurement  Computational intelligence  k-space sampling  magnetic resonance imaging  reinforcement learning  
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo With Depth Restoration and Occlusion Constraint 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 11, 页码: 11244-11257
作者:  Yuan, Zhenlong;  Yang, Zhidong;  Cai, Yujun;  Wu, Kuangxin;  Liu, Mufan;  Zhang, Dapeng;  Jiang, Hao;  Li, Zhaoxin;  Wang, Zhaoqi
收藏  |  浏览/下载：28/0  |  提交时间：2025/12/03
Deformation  Image reconstruction  Costs  Image edge detection  Image segmentation  Reliability  Three-dimensional displays  Image restoration  Feature extraction  Electronic mail  Multi-view stereo  3D reconstruction  segmentation  patch deformation  occlusion  
Deep self-cleansing for medical image segmentation with noisy labels 期刊论文
MEDICAL PHYSICS, 2025, 卷号: 52, 期号: 10, 页码: 17
作者:  Dong, Jiahua;  Zhang, Yue;  Wang, Qiuli;  Tong, Ruofeng;  Ying, Shihong;  Gong, Shaolin;  Zhang, Xuanpu;  Lin, Lanfen;  Chen, Yen-Wei;  Zhou, Shaohua Kevin
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
label self-cleansing  medical image segmentation  noisy labels  
Multi-View Edge Attention Network for Fine-Grained Food Image Segmentation 期刊论文
FOODS, 2025, 卷号: 14, 期号: 17, 页码: 14
作者:  Liu, Chengxu;  Sheng, Guorui;  Min, Weiqing;  Wu, Xiaojun;  Jiang, Shuqiang
收藏  |  浏览/下载：18/0  |  提交时间：2025/12/03
food image  image segmentation  food health  deep learning  
Graph confidence intercalibration network for intracranial aneurysm lesion instance segmentation in DSA 期刊论文
DISPLAYS, 2025, 卷号: 87, 页码: 12
作者:  Ye, Haili;  Mo, Yancheng;  Tang, Chen;  Liao, Mingqian;  Zhang, Xiaoqing;  Dai, Limeng;  Li, Baihua;  Liu, Jiang
收藏  |  浏览/下载：30/0  |  提交时间：2025/06/25
Intracranial aneurysm  Instance segmentation  Graph confidence intercalibration  Edge space perception module  DSA image  
IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 154-164
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Zhou, S. Kevin
收藏  |  浏览/下载：59/0  |  提交时间：2025/06/25
Contrastive learning  Task analysis  Data augmentation  Semantics  Training  Feature extraction  Image segmentation  data augmentation  few-shot learning  landmark detection  segmentation  
VSR-Net: Vessel-Like Structure Rehabilitation Network With Graph Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 1090-1105
作者:  Ye, Haili;  Zhang, Xiaoqing;  Hu, Yan;  Fu, Huazhu;  Liu, Jiang
收藏  |  浏览/下载：32/0  |  提交时间：2025/06/25
Image segmentation  Calibration  Morphology  Three-dimensional displays  Retinal vessels  Accuracy  Semantics  Refining  Predictive models  Merging  Vessel-like structure rehabilitation  medical image segmentation  graph convolutional network  calibration