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TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 4, 页码: 12
作者:  Deng, Yang;  Sun, Qingyu;  Wang, Ce;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
brain-computer interface (BCI)  steady-state visual evoked potential (SSVEP)  task-related component analysis (TRCA)  convolutional neural network (CNN)  
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：8/0  |  提交时间：2023/12/04
Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance learning  
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 5, 页码: 1546-1562
作者:  Qiao, Pengchong;  Li, Han;  Song, Guoli;  Han, Hu;  Gao, Zhiqiang;  Tian, Yonghong;  Liang, Yongsheng;  Li, Xi;  Zhou, S. Kevin;  Chen, Jie
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Lesions  Image segmentation  Computed tomography  Uncertainty  Training  Predictive models  Data models  Semi-supervised learning  lesion segmentation  unreliable pseudo labels  
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：7/0  |  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：7/0  |  提交时间：2023/12/04
Transformer  Medical imaging  Survey  
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：7/0  |  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  
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：13/0  |  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：22/0  |  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：24/0  |  提交时间：2022/06/21
Sparse view  Metal artifact  Computed tomography  Recurrent network  Dual-domain network  Data consistency  
Deep reinforcement learning in medical imaging: A literature review 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 73, 页码: 20
作者:  Zhou, S. Kevin;  Le, Hoang Ngan;  Luu, Khoa;  Nguyen, Hien, V;  Ayache, Nicholas
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Deep reinforcement learning  Medical imaging  Survey