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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
Authors:  Zhu, Yunqi;  Yang, Xuebing;  Wu, Yuanyuan;  Zhang, Wensheng
Favorite  |  View/Download:33/0  |  Submit date:2024/02/21
Medical report summarization  abstractive summarization  summary guidance  sequence-to-sequence  
A cross-modal clinical prediction system for intensive care unit patient outcome 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
Authors:  Sun, Mengxuan;  Yang, Xuebing;  Niu, Jinghao;  Gu, Yifan;  Wang, Chutong;  Zhang, Wensheng
Favorite  |  View/Download:37/0  |  Submit date:2024/02/21
Electronic health records  Clinical outcome prediction  Patient representation  Cross-modal contrastive learning  
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 卷号: 143, 页码: 13
Authors:  Sun, Mengxuan;  Niu, Jinghao;  Yang, Xuebing;  Gu, Yifan;  Zhang, Wensheng
Favorite  |  View/Download:95/0  |  Submit date:2023/11/16
Medication recommendation  EHR  Hierarchical multi-label classification  Curriculum learning  
Two-layer partitioned and deletable deep bloom filter for large-scale membership query 期刊论文
INFORMATION SYSTEMS, 2023, 卷号: 119, 页码: 13
Authors:  Zeng, Meng;  Zou, Beiji;  Zhang, Wensheng;  Yang, Xuebing;  Kong, Guilan;  Kui, Xiaoyan;  Zhu, Chengzhang
Favorite  |  View/Download:91/0  |  Submit date:2023/11/16
Learned bloom filter  Membership query  Deep learning  K-means cluster  Perfect hash function  
Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization 期刊论文
Displays, 2023, 期号: 78, 页码: 287-296
Authors:  Ding Li;  Xuebing Yang;  Yongqiang Tang;  Wensheng Zhang
Adobe PDF(2181Kb)  |  Favorite  |  View/Download:146/33  |  Submit date:2023/06/28
Differentiable N-gram objective on abstractive summarization 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 9
Authors:  Zhu, Yunqi;  Yang, Xuebing;  Wu, Yuanyuan;  Zhu, Mingjin;  Zhang, Wensheng
Favorite  |  View/Download:246/0  |  Submit date:2023/02/22
Abstractive summarization  Differentiable N-gram objective  Neural network language model  
Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 9
Authors:  Xi, Jianing;  Wang, Dan;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua
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Drug recommendation  Explainability  Traceability  Omic data  
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
Authors:  Yin, Yanting;  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Yuan, Xiaojie
Favorite  |  View/Download:294/0  |  Submit date:2022/07/25
Time-frequency analysis  Feature extraction  Predictive models  Optimization  Topology  Measurement  Logic gates  Temporal link prediction  dynamic graphs  graph embedding  neural networks  
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
Authors:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
Favorite  |  View/Download:235/0  |  Submit date:2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Inductive Spatiotemporal Graph Convolutional Networks for Short-term Quantitative Precipitation Forecasting 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Yajing, Wu;  Xuebing, Yang;  Yongqiang, Tang;  Chenyang, Zhang;  Guoping, Zhang;  Wensheng, Zhang
Adobe PDF(10052Kb)  |  Favorite  |  View/Download:288/67  |  Submit date:2022/04/06
Quantitative precipitation forecasting  graph convolutional networks (GCN)  spatiotemporal model  radar-rain gauge data merging