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Enhancing knowledge graph embedding with relational constraints 期刊论文
NEUROCOMPUTING, 2021, 卷号: 429, 页码: 77-88
Authors:  Li, Mingda;  Sun, Zhengya;  Zhang, Siheng;  Zhang, Wensheng
Favorite  |  View/Download:0/0  |  Submit date:2021/03/29
Knowledge graph embedding  Translational model  Relational constraints  Knowledge graph completion  
A preliminary study of dual-band confocal laser endomicroscopy combined with image mosaic in the diagnosis of liver cancer 期刊论文
NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE, 2020, 卷号: 29, 页码: 9
Authors:  Zheng, Sheng;  Zhang, Ying;  Chen, Shujie;  Zhang, Zeyu;  Chen, Fei;  Zhang, Zizhen;  Hu, Zhenhua;  Tian, Jie;  Wang, Liangjing
Favorite  |  View/Download:1/0  |  Submit date:2021/01/07
Confocal laser endomicroscopy  Primary liver cancer  Fluorescein sodium  Indocyanine green  Tumor margin  Image mosaic  
Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 5, 页码: 1321-1332
Authors:  Niu, Jinghao;  Tang, Yongqiang;  Sun, Zhengya;  Zhang, Wensheng
Favorite  |  View/Download:26/0  |  Submit date:2020/06/22
Heart beat  Electrocardiography  Heart rate variability  Deep learning  Feature extraction  Task analysis  Informatics  ECG classification  biomedical monitoring  convolutional neural network  deep learning  
Radiomics Based on MRI as a Biomarker to Guide Therapy by Predicting Upgrading of Prostate Cancer From Biopsy to Radical Prostatectomy 期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2020, 页码: 10
Authors:  Zhang, Gu-mu-yang;  Han, Yu-qi;  Wei, Jing-wei;  Qi, Ya-fei;  Gu, Dong-sheng;  Lei, Jing;  Yan, Wei-gang;  Xiao, Yu;  Xue, Hua-dan;  Feng, Feng;  Sun, Hao;  Jin, Zheng-yu;  Tian, Jie
Favorite  |  View/Download:19/0  |  Submit date:2020/09/28
radiomics  magnetic resonance imaging  prostate cancer  Gleason score  
Discriminative structure learning of sum-product networks for data stream classification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 123, 页码: 163-175
Authors:  Sun, Zhengya;  Liu, Cheng-Lin;  Niu, Jinghao;  Zhang, Wensheng
Favorite  |  View/Download:47/0  |  Submit date:2020/03/30
Sum-product network  Discriminative structure learning  Data stream classification  
Improve the translational distance models for knowledge graph embedding 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020, 卷号: 2020, 期号: 1, 页码: 23
Authors:  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
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Knowledge graph embedding  Translational distance model  Positional encoding  Self-attention  
InterPatient ECG Classification with Symbolic Representations and MultiPerspective Convolutional Neural Networks 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2020, 卷号: 24, 期号: 5, 页码: 1321-1332
Authors:  Niu, Jinghao;  Tang, Yongqiang;  Sun, Zhengya;  Zhang, Wensheng
View  |  Adobe PDF(2290Kb)  |  Favorite  |  View/Download:69/26  |  Submit date:2020/05/08
Ecg Classification  Convolutional Neural Network  Deep Learning  Biomedical Monitoring  
Vehicle Re-Identification Using Quadruple Directional Deep Learning Features 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 1, 页码: 410-420
Authors:  Zhu, Jianqing;  Zeng, Huanqiang;  Huang, Jingchang;  Liao, Shengcai;  Lei, Zhen;  Cai, Canhui;  Zheng, Lixin
Favorite  |  View/Download:34/0  |  Submit date:2020/03/30
Deep learning  Feature extraction  Convolutional neural networks  Databases  Measurement  Cameras  Intelligent transportation systems  Computer vision  artificial neural networks  feature extraction  image classification  
A novel in vivo Cerenkov luminescence image-guided surgery on primary and metastatic colorectal cancer 期刊论文
JOURNAL OF BIOPHOTONICS, 2019, 页码: 11
Authors:  Zhang, Zeyu;  Qu, Yawei;  Cao, Yu;  Shi, Xiaojing;  Guo, Hongbo;  Zhang, Xiaojun;  Zheng, Sheng;  Liu, Haifeng;  Hu, Zhenhua;  Tian, Jie
Favorite  |  View/Download:36/0  |  Submit date:2020/03/30
Cerenkov luminescence imaging  colorectal cancer  image-guided surgery  in vivo  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
Authors:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  Favorite  |  View/Download:66/6  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning