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3DGR-CT: Sparse-view CT reconstruction with a 3D Gaussian representation 期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 103, 页码: 14
作者:  Li, Yingtai;  Fu, Xueming;  Li, Han;  Zhao, Shang;  Jin, Ruiyang;  Zhou, S. Kevin
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Sparse-view computed tomography  CT reconstruction  3D Gaussian representation  
O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision 期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99, 页码: 16
作者:  Li, Kaiyan;  Yang, Jingyuan;  Liang, Wenxuan;  Li, Xingde;  Zhang, Chenxi;  Chen, Lulu;  Wu, Chan;  Zhang, Xiao;  Xu, Zhiyan;  Wang, Yueling;  Meng, Lihui;  Zhang, Yue;  Chen, Youxin;  Zhou, S. Kevin
收藏  |  浏览/下载：24/0  |  提交时间：2024/12/06
Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance  
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99, 页码: 15
作者:  Wang, Qiyuan;  Zhao, Shang;  Xu, Zikang;  Zhou, S. Kevin
收藏  |  浏览/下载：4/0  |  提交时间：2025/06/25
Surgical data science  Stereo-temporal modeling  Set classifier  Query-based segmentation  Transformer  
Which images to label for few-shot medical image analysis? 期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 96, 页码: 12
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Wang, Qiyuan;  Zhou, S. Kevin
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Few-shot  Contrastive learning  Augmentation  
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 87, 页码: 13
作者:  Yan, Rui;  Shen, Yijun;  Zhang, Xueyuan;  Xu, Peihang;  Wang, Jun;  Li, Jintao;  Ren, Fei;  Ye, Dingwei;  Zhou, S. Kevin
收藏  |  浏览/下载：43/0  |  提交时间：2023/12/04
Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance learning  
Radiology report generation with a learned knowledge base and multi-modal alignment 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 86, 页码: 10
作者:  Yang, Shuxin;  Wu, Xian;  Ge, Shen;  Zheng, Zhuozhao;  Zhou, S. Kevin;  Xiao, Li
收藏  |  浏览/下载：32/0  |  提交时间：2023/12/04
Radiology report generation  Knowledge base  Multi-modal alignment  
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 85, 页码: 38
作者:  Li, Jun;  Chen, Junyu;  Tang, Yucheng;  Wang, Ce;  Landman, Bennett A.;  Zhou, S. Kevin
收藏  |  浏览/下载：33/0  |  提交时间：2023/12/04
Transformer  Medical imaging  Survey  
Knowledge matters: Chest radiology report generation with general and specific knowledge 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 80, 页码: 11
作者:  Yang, Shuxin;  Wu, Xian;  Ge, Shen;  Zhou, S. Kevin;  Xiao, Li
收藏  |  浏览/下载：33/0  |  提交时间：2023/07/12
Chest radiology report generation  Knowledge graph  Multi-head attention  
GAN-based disentanglement learning for chest X-ray rib suppression 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 77, 页码: 14
作者:  Han, Luyi;  Lyu, Yuanyuan;  Peng, Cheng;  Zhou, S. Kevin
收藏  |  浏览/下载：50/0  |  提交时间：2022/12/07
CXR Rib suppression  Domain adaptation  Disentanglement learning  
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：50/0  |  提交时间：2022/06/21
Sparse view  Metal artifact  Computed tomography  Recurrent network  Dual-domain network  Data consistency