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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:3/0  |  提交时间:2024/12/06
Retinal imaging  OCT image reconstruction  Resolution  Self-supervised learning  Prior guidance  
OS-SSVEP: One-shot SSVEP classification 期刊论文
NEURAL NETWORKS, 2024, 卷号: 180, 页码: 12
作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Brain-computer interface (BCI)  Steady-state visual evoked potential (SSVEP)  One-shot classification  Transfer learning  Data augmentation  
Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 11, 页码: 7136-7153
作者:  Cao, Yukun;  Feng, Yuan;  Wang, Hairu;  Xie, Xike;  Zhou, S. Kevin
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
sketches  meta-learning  Neural data structure  memory-augmented neural networks  memory-augmented neural networks  meta-learning  memory-augmented neural networks  
Addressing fairness issues in deep learning-based medical image analysis: a systematic review 期刊论文
NPJ DIGITAL MEDICINE, 2024, 卷号: 7, 期号: 1, 页码: 16
作者:  Xu, Zikang;  Li, Jun;  Yao, Qingsong;  Li, Han;  Zhao, Mingyue;  Zhou, S. Kevin
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
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:14/0  |  提交时间:2023/12/04
Transformer  Medical imaging  Survey