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Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 8, 页码: 0-0
Authors:  Bo,Wang;  Wei,Wei;  Shuang,Qiu;  Shengpei,Wang;  Huiguang,He
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Retinal layers segmentation  Boundary detection  OCT  BAU-Net  Topology guarantee loss  
Multi -task contrastive learning for automatic CT and X-ray diagnosis of COVID-19 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 114, 页码: 12
Authors:  Li, Jinpeng;  Zhao, Gangming;  Tao, Yaling;  Zhai, Penghua;  Chen, Hao;  He, Huiguang;  Cai, Ting
Favorite  |  View/Download:18/0  |  Submit date:2021/05/06
Computed tomography  X-ray  COVID-19  Deep learning  Multi-task learning  Contrastive learning  
Comparing radiomics models with different inputs for accurate diagnosis of significant fibrosis in chronic liver disease 期刊论文
EUROPEAN RADIOLOGY, 2021, 页码: 12
Authors:  Lu, Xue;  Zhou, Hui;  Wang, Kun;  Jin, Jieyang;  Meng, Fankun;  Mu, Xiaojie;  Li, Shuoyang;  Zheng, Rongqin;  Tian, Jie
Favorite  |  View/Download:3/0  |  Submit date:2021/06/07
Liver disease  Hepatic cirrhosis  Elasticity imaging techniques  Deep learning  
A Visual Leader-Following Approach With a T-D-R Framework for Quadruped Robots 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 4, 页码: 2342-2354
Authors:  Pang, Lei;  Cao, Zhiqiang;  Yu, Junzhi;  Guan, Peiyu;  Rong, Xuewen;  Chai, Hui
Favorite  |  View/Download:10/0  |  Submit date:2021/05/06
Visualization  Target tracking  Mobile robots  Correlation  Robot kinematics  Cameras  Detector  leader following  long-term tracking  person re-identification (re-ID)  quadruped robot  
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning 期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
Authors:  Du, Changde;  Du, Changying;  He, Huiguang
Favorite  |  View/Download:10/0  |  Submit date:2021/03/29
Multiview learning  Multimodal fusion  Generative adversarial networks  Deep generative models  Semi-supervised learning  
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 4, 页码: 1128-1138
Authors:  Bo,Wang;  Shengpei,Wang;  Shuang,Qiu;  Wei,Wei;  Haibao,Wang;  Huiguang,He
Adobe PDF(6892Kb)  |  Favorite  |  View/Download:0/0  |  Submit date:2021/06/21
Fundus images  blood vessel segmentation  CSU-Net  feature fusion  structure loss  
Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2021, 页码: 10
Authors:  Guo, Xiaojie;  Liu, Lu;  Li, Tiantian;  Zhao, Qihua;  Li, Hui;  Huang, Fang;  Wang, Yanfei;  Qian, Qiujin;  Cao, Qingjiu;  Wang, Yufeng;  Calhoun, Vince D.;  Sui, Jing;  Sun, Li
Favorite  |  View/Download:12/0  |  Submit date:2021/04/27
adults with attention-deficit/hyperactivity disorder  inhibition  multimodal MRI fusion  NOS1 ex1f-VNTR  
基于规则的心血管决策支持系统研究 研究报告
2021
Authors:  张慧怡
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Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Zhang, Chuncheng;  Qiu, Shuang;  Wang, Shengpei;  He, Huiguang
Favorite  |  View/Download:9/0  |  Submit date:2021/04/27
RSVP  ERP  MEG  CNN  SVM  
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
Authors:  Li, Dan;  Du, Changde;  Wang, Shengpei;  Wang, Haibao;  He, Huiguang
Adobe PDF(2428Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2021/03/02
Data augmentation  Semantic decoding  Multi-view adversarial learning  Sparse reconstruction relation