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Graph-guided deep hashing networks for similar patient retrieval 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 169, 页码: 107865
作者:  Gu, Yifan;  Yang, Xuebing;  Sun, Mengxuan;  Wang, Chutong;  Yang, Hongyu;  Yang, Chao;  Wang, Jinwei;  Kong, Guilan;  Lv, Jicheng;  Zhang, Wensheng
Adobe PDF(1325Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/05/28
Similar patient retrieval  Deep hashing  Graph neural networks  Patient representation learning  Electronic health records  
Leveraging Summary Guidance on Medical Report Summarization 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 10, 页码: 5066-5075
作者:  Zhu, Yunqi;  Yang, Xuebing;  Wu, Yuanyuan;  Zhang, Wensheng
收藏  |  浏览/下载：36/0  |  提交时间：2024/02/21
Medical report summarization  abstractive summarization  summary guidance  sequence-to-sequence  
Dual feature enhanced video super-resolution network based on low-light scenarios 期刊论文
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2023, 卷号: 115, 页码: 8
作者:  Zhang, Huan;  Cao, Yihao;  Cai, Jianghui;  Cai, Xingjuan;  Zhang, Wensheng
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Video super-resolution (VSR)  Feature enhancement  Information re-fusion  Attention mechanism  
Efficient slot correlation learning network for multi-domain dialogue state tracking 期刊论文
JOURNAL OF SUPERCOMPUTING, 2023, 页码: 22
作者:  Li, Qianyu;  Zhang, Wensheng;  Huang, Mengxing
收藏  |  浏览/下载：53/0  |  提交时间：2023/11/17
Dialogue state tracking  Task-oriented dialogue systems  Joint goal accuracy  Slot correlation  
Differentiable N-gram objective on abstractive summarization 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 9
作者:  Zhu, Yunqi;  Yang, Xuebing;  Wu, Yuanyuan;  Zhu, Mingjin;  Zhang, Wensheng
收藏  |  浏览/下载：265/0  |  提交时间：2023/02/22
Abstractive summarization  Differentiable N-gram objective  Neural network language model  
A survey on federated learning: challenges and applications 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
作者:  Wen, Jie;  Zhang, Zhixia;  Lan, Yang;  Cui, Zhihua;  Cai, Jianghui;  Zhang, Wensheng
收藏  |  浏览/下载：184/0  |  提交时间：2022/12/27
Federated learning  Machine learning  Privacy protection  Personalized federated learning  
Network-based integrative analysis of single-cell transcriptomic and epigenomic data for cell types 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 13
作者:  Wu, Wenming;  Zhang, Wensheng;  Ma, Xiaoke
收藏  |  浏览/下载：171/0  |  提交时间：2022/07/25
single-cell multi-omics data  integrative analysis  adaptive graph learning  cell type  
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
作者:  Li, Mingda;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(931Kb)  |  收藏  |  浏览/下载：312/52  |  提交时间：2022/06/10
Knowledge graph embedding  Out-of-knowledge-graph entities  Knowledge graph completion  Similarity search  
A knee point-driven many-objective pigeon-inspired optimization algorithm 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2022, 页码: 23
作者:  Zhao, Lihong;  Ren, Yeqing;  Zeng, Youqian;  Cui, Zhihua;  Zhang, Wensheng
收藏  |  浏览/下载：175/0  |  提交时间：2022/06/10
Knee point  Knee-oriented dominance  Many-objective optimization  Pigeon-inspired algorithm  Preference  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
收藏  |  浏览/下载：242/0  |  提交时间：2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks