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Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:  Yan, Rui;  Zhang, Xueyuan;  Jiang, Zihang;  Wang, Baizhi;  Bian, Xiuwu;  Ren, Fei;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Pathology  Cancer  Transformers  Feature extraction  Data models  Biological system modeling  Analytical models  Deep learning  Semantics  Multimodal transformer  model interpretability  survival analysis  pathological image analysis  gene expression  gene expression  
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 12, 页码: 5197-5207
作者:  Han, Kai;  Wang, Shuhui;  Chen, Jun;  Qian, Chengxuan;  Lyu, Chongwen;  Ma, Siqi;  Qiu, Chengjian;  Sheng, Victor S.;  Huang, Qingming;  Liu, Zhe
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Noise measurement  Training  Image segmentation  Annotations  Uncertainty  Estimation  Medical diagnostic imaging  Data models  Computational modeling  Noise  Medical image segmentation  noisy label learning  uncertainty estimation  pseudo label  
Computational pathology in precision oncology: Evolution from task-specific models to foundation models 期刊论文
CHINESE MEDICAL JOURNAL, 2025, 卷号: 138, 期号: 22, 页码: 2868-2878
作者:  Wang, Yuhao;  Gu, Yunjie;  Zhang, Xueyuan;  Wang, Baizhi;  Wang, Rundong;  Li, Xiaolong;  Liu, Yudong;  Qu, Fengmei;  Ren, Fei;  Yan, Rui;  Zhou, S. Kevin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Computational pathology  Artificial intelligence  Deep learning  Foundation models  Precision oncology  
WaterGS: Physically-Based Imaging in Gaussian Splatting for Underwater Scene Reconstruction 期刊论文
COMPUTER GRAPHICS FORUM, 2025, 页码: 12
作者:  Wang, S. Q.;  Wu, W. B.;  Shi, M.;  Li, Z. X.;  Wang, Q.;  Zhu, D. M.
收藏  |  浏览/下载：29/0  |  提交时间：2025/12/03
CCS Concepts  center dot Computing methodologies -> Reconstruction  Image-based rendering  
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：83/0  |  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：53/0  |  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：37/0  |  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：56/0  |  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  
CCA-Net: Zero-Shot SSVEP Classification via an Integration of Canonical Correlation Analysis and Deep Neural Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 11
作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Brain-computer interface (BCI)  canonical cor relation analysis (CCA)  deep neural network (DNN)  steady-state visual evoked potential (SSVEP)  steady-state visual evoked potential (SSVEP)  zero-shot learning  zero-shot learning  zero-shot learning  
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：65/0  |  提交时间：2024/12/06
Brain-computer interface (BCI)  Steady-state visual evoked potential (SSVEP)  One-shot classification  Transfer learning  Data augmentation