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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
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View/Download:29/0
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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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View/Download:27/0
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Submit date:2022/11/14
Magnetic resonance imaging
Multi-contrast reconstruction
Super-resolution
Transformer
Convolutional neural network
A survey on federated learning: challenges and applications
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 页码: 23
Authors:
Wen, Jie
;
Zhang, Zhixia
;
Lan, Yang
;
Cui, Zhihua
;
Cai, Jianghui
;
Zhang, Wensheng
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View/Download:13/0
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Submit date:2022/12/27
Federated learning
Machine learning
Privacy protection
Personalized federated learning
Bandwidth-efficient multi-task AI inference with dynamic task importance for the Internet of Things in edge computing
期刊论文
COMPUTER NETWORKS, 2022, 卷号: 216, 页码: 13
Authors:
Zhang, Jianfeng
;
Zhang, Wensheng
;
Xu, Jingdong
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View/Download:7/0
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Submit date:2023/01/09
Internet of Things
Edge computing
Edge intelligence
Multi-task learning
Multi-level semantic fusion network for Chinese medical named entity recognition
期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 133, 页码: 8
Authors:
Shi, Jintong
;
Sun, Mengxuan
;
Sun, Zhengya
;
Li, Mingda
;
Gu, Yifan
;
Zhang, Wensheng
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View/Download:7/0
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Submit date:2023/01/09
Medical named entity recognition
Multi-level semantic fusion
Syntactic dependency parsing
Graph 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
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View/Download:49/0
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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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View/Download:77/1
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Submit date: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
Authors:
Zhao, Lihong
;
Ren, Yeqing
;
Zeng, Youqian
;
Cui, Zhihua
;
Zhang, Wensheng
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View/Download:43/0
  |  
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
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View/Download:40/0
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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
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View/Download:44/0
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Submit date:2022/06/10
schizophrenia
accelerated brain aging
brain age gap
multimodal magnetic resonance imaging
machine learning