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Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
Authors:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Favorite  |  View/Download:16/0  |  Submit date:2021/04/06
Muscles  Adaptation models  Adaptive learning  Force  Calibration  Hip  Electromyography  Adaptive learning  human–  robot interaction  neuromusculoskeletal modeling  parameter calibration  surface electromyography (sEMG) processing  
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 70, 页码: 26
Authors:  Ross, Tobias;  Reinke, Annika;  Full, Peter M.;  Wagner, Martin;  Kenngott, Hannes;  Apitz, Martin;  Hempe, Hellena;  Mindroc-Filimon, Diana;  Scholz, Patrick;  Thuy Nuong Tran;  Bruno, Pierangela;  Arbelaez, Pablo;  Bian, Gui-Bin;  Bodenstedt, Sebastian;  Bolmgren, Jon Lindstrom;  Bravo-Sanchez, Laura;  Chen, Hua-Bin;  Gonzalez, Cristina;  Guo, Dong;  Halvorsen, Pal;  Heng, Pheng-Ann;  Hosgor, Enes;  Hou, Zeng-Guang;  Isensee, Fabian;  Jha, Debesh;  Jiang, Tingting;  Jin, Yueming;  Kirtac, Kadir;  Kletz, Sabrina;  Leger, Stefan;  Li, Zhixuan;  Maier-Hein, Klaus H.;  Ni, Zhen-Liang;  Riegler, Michael A.;  Schoeffmann, Klaus;  Shi, Ruohua;  Speidel, Stefanie;  Stenzel, Michael;  Twick, Isabell;  Wang, Gutai;  Wang, Jiacheng;  Wang, Liansheng;  Wang, Lu;  Zhang, Yujie;  Zhou, Yan-Jie;  Zhu, Lei;  Wiesenfarth, Manuel;  Kopp-Schneider, Annette;  Mueller-Stich, Beat P.;  Maier-Hein, Lena
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Multi-instance instrument  Minimally invasive surgery  Robustness and generalization  Surgical data science  
Localization of myocardial infarction with multi-lead ECG based on DenseNet 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 203, 页码: 8
Authors:  Xiong, Peng;  Xue, Yanping;  Zhang, Jieshuo;  Liu, Ming;  Du, Haiman;  Zhang, Hong;  Hou, Zengguang;  Wang, Hongrui;  Liu, Xiuling
Favorite  |  View/Download:1/0  |  Submit date:2021/05/31
Multi-lead ECG  DenseNet  Structural characteristics  Myocardial infarction  
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 1, 页码: 151-161
Authors:  Cheng, Long;  Liu, Yang;  Hou, Zeng-Guang;  Tan, Min;  Du, Dajun;  Fei, Minrui
Favorite  |  View/Download:4/0  |  Submit date:2021/04/27
Forward propagation  hand gesture recognition  spiking neural networks (SNNs)  surface electromyography  
Automated Silicon-Substrate Ultra-Microtome for Automating the Collection of Brain Sections in Array Tomography 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 389-401
Authors:  Cheng, Long;  Liu, Weizhou;  Zhou, Chao;  Zou, Yongxiang;  Hou, Zeng-Guang
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Array tomography  automatic collection system  brain sections  microscopic object detection  serial section  
Robotic Intra-Operative Ultrasound: Virtual Environments and Parallel Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1095-1106
Authors:  Shuangyi Wang;  James Housden;  Tianxiang Bai;  Hongbin Liu;  Junghwan Back;  Davinder Singh;  Kawal Rhode;  Zeng-Guang Hou;  Fei-Yue Wang
Adobe PDF(18441Kb)  |  Favorite  |  View/Download:35/2  |  Submit date:2021/04/09
Medical robots  parallel intelligence  parallel systems  robotic-assisted surgery  robotic ultrasound  
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021, 卷号: 97, 页码: 9
Authors:  Zhang, Jieshuo;  Liu, Ming;  Xiong, Peng;  Du, Haiman;  Zhang, Hong;  Lin, Feng;  Hou, Zengguang;  Liu, Xiuling
Favorite  |  View/Download:4/0  |  Submit date:2021/03/08
Myocardial infarction  Electrocardiograph  Multi-dimensional association tensor  Parallel factor analysis  Bagged decision tree  
3-D Gaze-Estimation Method Using a Multi-Camera-Multi-Light-Source System 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 12, 页码: 9695-9708
Authors:  Chi, Jiannan;  Liu, Jiahui;  Wang, Feng;  Chi, Yingkai;  Hou, Zeng-Guang
Favorite  |  View/Download:11/0  |  Submit date:2021/01/06
Pupils  Cameras  Cornea  Estimation  Three-dimensional displays  Optical distortion  3-D gaze estimation  corneal reflection  multi-camera-multi-light-source (MCMLS) system  optical axis reconstruction  pupil refraction  user calibration  
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain-Computer Interface and Audiovisual Feedback 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 4, 页码: 787-796
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Hou, Zeng-Guang
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Avatars  Electroencephalography  Training  Games  Real-time systems  Task analysis  Stroke (medical condition)  Attention enhancement  brain–  computer interface (BCI)  electroencephalogram (EEG)  neural rehabilitation  virtual reality  
Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation 期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 12, 期号: 无, 页码: 11
Authors:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Adobe PDF(2370Kb)  |  Favorite  |  View/Download:9/0  |  Submit date:2021/01/06
human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation