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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：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  
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：3/0  |  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  
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 1, 页码: 291-305
作者:  Shao, Zezhi;  Wang, Fei;  Xu, Yongjun;  Wei, Wei;  Yu, Chengqing;  Zhang, Zhao;  Yao, Di;  Sun, Tao;  Jin, Guangyin;  Cao, Xin;  Cong, Gao;  Jensen, Christian S.;  Cheng, Xueqi
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Forecasting  Time series analysis  Benchmark testing  Transformers  Predictive models  Data models  Computer science  Reliability  Proposals  Electricity  Benchmarking  multivariate time series  spatial-temporal forecasting  long-term time series forecasting  
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：17/0  |  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：17/0  |  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  
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：18/0  |  提交时间：2024/12/06
Few-shot  Contrastive learning  Augmentation  
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 4, 页码: 1284-1295
作者:  Yang, Han;  Wang, Qiuli;  Zhang, Yue;  An, Zhulin;  Liu, Chen;  Zhang, Xiaohong;  Zhou, S. Kevin
收藏  |  浏览/下载：20/0  |  提交时间：2024/12/06
Lung nodules segmentation  uncertainty  multiple annotations  computed tomography  
PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2024, 页码: 12
作者:  Huang, Zhen;  Li, Han;  Shao, Shitong;  Zhu, Heqin;  Hu, Huijie;  Cheng, Zhiwei;  Wang, Jianji;  Kevin Zhou, S.
收藏  |  浏览/下载：38/0  |  提交时间：2024/05/20
Bone extraction  CT structural knowledge  Landmark detection  Pelvis X-rays  
Generalizing to Unseen Domains: A Survey on Domain Generalization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 8, 页码: 8052-8072
作者:  Wang, Jindong;  Lan, Cuiling;  Liu, Chang;  Ouyang, Yidong;  Qin, Tao;  Lu, Wang;  Chen, Yiqiang;  Zeng, Wenjun;  Yu, Philip S.
收藏  |  浏览/下载：27/0  |  提交时间：2023/12/04
Domain generalization  domain adaptation  transfer learning  out-of-distribution generalization