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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：2/0  |  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：22/0  |  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：1/0  |  提交时间：2025/06/25
Surgical data science  Stereo-temporal modeling  Set classifier  Query-based segmentation  Transformer  
Unified Multi-Modal Image Synthesis for Missing Modality Imputation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 4-18
作者:  Zhang, Yue;  Peng, Chengtao;  Wang, Qiuli;  Song, Dan;  Li, Kaiyan;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2025/06/25
Image synthesis  Imputation  Medical diagnostic imaging  Task analysis  Streams  Training  Feature extraction  Medical image synthesis  multi-modal images  data imputation  
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：1/0  |  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  
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：15/0  |  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：16/0  |  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：15/0  |  提交时间：2024/12/06
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：16/0  |  提交时间：2024/12/06
Few-shot  Contrastive learning  Augmentation