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A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：51/15  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
Learning Skill Characteristics From Manipulations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Li, Rui-Qi;  Gui, Mei-Jiang;  Fan, Chen-Chen;  Feng, Zhen-Qiu;  Bian, Gui-Bin;  Hou, Zeng-Guang
收藏  |  浏览/下载：356/0  |  提交时间：2022/06/10
Surgery  Sensors  In vivo  Task analysis  Arteries  Measurement  Sensor phenomena and characterization  Ensemble learning  in vivo porcine studies  percutaneous coronary intervention  skill characteristics  wavelet packet decomposition (WPD)  
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
作者:  Wang, Weiqun;  Shi, Weiguo;  Hou, Zeng-Guang;  Chen, Badong;  Liang, Xu;  Ren, Shixin;  Wang, Jiaxing;  Peng, Liang
Adobe PDF(13331Kb)  |  收藏  |  浏览/下载：391/63  |  提交时间：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  
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
作者:  Zhang, Jieshuo;  Liu, Ming;  Xiong, Peng;  Du, Haiman;  Zhang, Hong;  Lin, Feng;  Hou, Zengguang;  Liu, Xiuling
收藏  |  浏览/下载：193/0  |  提交时间：2021/03/08
Myocardial infarction  Electrocardiograph  Multi-dimensional association tensor  Parallel factor analysis  Bagged decision tree  
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
作者:  Wang, Jiaxing;  Wang, Weiqun;  Ren, Shixin;  Shi, Weiguo;  Hou, Zeng-Guang
Adobe PDF(2370Kb)  |  收藏  |  浏览/下载：345/80  |  提交时间：2021/01/06
human-in-the-loop optimization  EEG based neural engagement  sEMG based muscle activation  tracking accuracy  neural rehabilitation  
Preliminary study on Wilcoxon-norm-based robust extreme learning machine 期刊论文
Neurocomputing, 2016, 期号: 198, 页码: 20-26
作者:  Xiaoliang,Xie;  Guinin,Bian;  Zengguang,Hou;  Zhenqiu,Feng;  Jianlong,Hao
浏览  |  Adobe PDF(533Kb)  |  收藏  |  浏览/下载：254/76  |  提交时间：2020/11/05
Extreme learning machine  Wilcoxon neural network  Wilcoxon-norm based robust extreme  learning machine  
Constructing a Guided Filter by Exploiting the Butterworth Filter for ECG Signal Enhancement 期刊论文
JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2018, 卷号: 38, 期号: 6, 页码: 980-992
作者:  Liu, Ming;  Hao, HuaQing;  Xiong, Peng;  Lin, Feng;  Hou, ZengGuang;  Liu, Xiuling
收藏  |  浏览/下载：202/0  |  提交时间：2019/07/12
Telemedicine  Electrocardiogram signal enhancement  Butterworth high-pass filter  Guided filter  
Analysis of Interventionalists' Natural Behaviors for Recognizing Motion Patterns of Endovascular Tools During Percutaneous Coronary Interventions 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 2, 页码: 330-342
作者:  Zhou, Xiao-Hu;  Bian, Gui-Bin;  Xie, Xiao-Liang;  Hou, Zeng-Guang;  Qu, Xinkai;  Guan, Shaofeng
浏览  |  Adobe PDF(2985Kb)  |  收藏  |  浏览/下载：597/164  |  提交时间：2019/04/23
Analysis framework  hidden Markov model  hierarchical classification framework  natural behaviors  percutaneous coronary intervention  
A Multimodal Framework Based on Integration of Cortical and Muscular Activities for Decoding Human Intentions About Lower Limb Motions 期刊论文
IEEE Transactions on Biomedical Circuits and Systems, 2017, 卷号: 11, 期号: 4, 页码: 889–899
作者:  Cui, Chengkun;  Bian, Gui-Bin;  Hou, Zeng-Guang;  Zhao, Jun;  Zhou, Hao
浏览  |  Adobe PDF(766Kb)  |  收藏  |  浏览/下载：490/121  |  提交时间：2018/05/31
Electroencephalogram (Eeg)  Electromyogram (Emg)  Human-robot Interaction  Mechanomyogram (Mmg)  Motion Intention Recognition  Multimodal Fusion  
Epileptic seizure detection based on the kernel extreme learning machine 期刊论文
TECHNOLOGY AND HEALTH CARE, 2017, 卷号: 25, 页码: S399-S409
作者:  Liu, Qi;  Zhao, Xiaoguang;  Hou, Zengguang;  Liu, Hongguang
收藏  |  浏览/下载：279/0  |  提交时间：2018/03/03
Epileptic Eeg  Multiple Features  Elm  Kernel Function  Cholesky Decomposition