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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)  
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  
XAI-enabled neural network analysis of metabolite spatial distributions 期刊论文
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2023, 页码: 12
作者:  Ma, Wenwu;  Luo, Lanfang;  Liang, Kun;  Liu, Taoyan;  Su, Jiali;  Wang, Yuefan;  Li, Jun;  Zhou, S. Kevin;  Shyh-Chang, Ng
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Mass spectrometry imaging  Deep neural networks  Feature extraction  Pathway analysis  Aging  
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  
Self-supervised learning assisted diagnosis for mitral regurgitation severity classification based on color Doppler echocardiography 期刊论文
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 页码: 14
作者:  Yang, Feifei;  Zhu, Jiuwen;  Wang, Junfeng;  Zhang, Liwei;  Wang, Wenjun;  Chen, Xu;  Lin, Xixiang;  Wang, Qiushuang;  Burkhoff, Daniel;  Zhou, S. Kevin;  He, Kunlun
收藏  |  浏览/下载：32/0  |  提交时间：2022/06/21
Mitral regurgitation (MR)  self-supervised learning (SSL)  color Doppler echocardiography  mitral regurgitation grading (MR grading)  
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1898-1910
作者:  Wei, Xiao-Yong;  Yang, Zhen-Qun;  Zhang, Xu-Lu;  Liao, Ga;  Sheng, Ai-Lin;  Zhou, S. Kevin;  Wu, Yongkang;  Du, Liang
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Tensors  Visualization  Computational modeling  Proteins  Analytical models  Logic gates  Backtracking  Immunofixation Electrophoresis  deep collocative learning  coached attention gates  
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：34/0  |  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