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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
Favorite  |  View/Download:8/0  |  Submit date:2022/11/14
Drug recommendation  Explainability  Traceability  Omic data  
Multi-scale deformable transformer for multi-contrast knee MRI super-resolution 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 11
Authors:  Zou, Beiji;  Ji, Zexin;  Zhu, Chengzhang;  Dai, Yulan;  Zhang, Wensheng;  Kui, Xiaoyan
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Magnetic resonance imaging  Multi-contrast reconstruction  Super-resolution  Transformer  Convolutional neural network  
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:30/0  |  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  
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
Authors:  Li, Mingda;  Sun, Zhengya;  Zhang, Wensheng
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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
Authors:  Zhao, Lihong;  Ren, Yeqing;  Zeng, Youqian;  Cui, Zhihua;  Zhang, Wensheng
Favorite  |  View/Download:27/0  |  Submit date:2022/06/10
Knee point  Knee-oriented dominance  Many-objective optimization  Pigeon-inspired algorithm  Preference  
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
Authors:  Wu, Wenming;  Zhang, Wensheng;  Ma, Xiaoke
Favorite  |  View/Download:26/0  |  Submit date:2022/07/25
single-cell multi-omics data  integrative analysis  adaptive graph learning  cell type  
Multimodal Magnetic Resonance Imaging Reveals Aberrant Brain Age Trajectory During Youth in Schizophrenia Patients 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14, 页码: 11
Authors:  Huang, Jiayuan;  Ke, Pengfei;  Chen, Xiaoyi;  Li, Shijia;  Zhou, Jing;  Xiong, Dongsheng;  Huang, Yuanyuan;  Li, Hehua;  Ning, Yuping;  Duan, Xujun;  Li, Xiaobo;  Zhang, Wensheng;  Wu, Fengchun;  Wu, Kai
Favorite  |  View/Download:30/0  |  Submit date:2022/06/10
schizophrenia  accelerated brain aging  brain age gap  multimodal magnetic resonance imaging  machine learning  
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:35/0  |  Submit date:2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
Authors:  Xi, Jianing;  Miao, Zhaoji;  Liu, Longzhong;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua;  Li, Xuelong
Favorite  |  View/Download:37/0  |  Submit date:2021/12/28
Breast ultrasound  Knowledge graph  Tensor decomposition  Limited labeled samples  
An efficient interval many-objective evolutionary algorithm for cloud task scheduling problem under uncertainty 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 583, 页码: 56-72
Authors:  Zhang, Zhixia;  Zhao, Mengkai;  Wang, Hui;  Cui, Zhihua;  Zhang, Wensheng
Favorite  |  View/Download:25/0  |  Submit date:2022/01/27
Interval optimization  Interval many-objective optimization  Many-objective evolutionary algorithm  Cloud task scheduling