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A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson's Disease via Wearable Sensors 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1553-1563
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Li, Yanfeng;  Tan, Ying;  Hao, Honglin
Adobe PDF(1912Kb)  |  收藏  |  浏览/下载：286/10  |  提交时间：2023/03/20
Diseases  Machine learning  Hidden Markov models  Accelerometers  Monitoring  Gyroscopes  Parkinson's disease  Wearable computing  Sensor systems  multilevel fusion  multisymptom assessment  Parkinson's disease (PD)  wearable sensor system  
Pyramid attention recurrent networks for real-time guidewiresegmentation and tracking in intraoperative X-ray fluoroscopy 期刊论文
Computerized Medical Imaging and Graphics, 2020, 卷号: 83, 页码: 101734
作者:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(2211Kb)  |  收藏  |  浏览/下载：249/58  |  提交时间：2022/06/14
Guidewire  Catheter  Segmentation  Deep learning  X-ray fluoroscopy  
Applying maximally stable extremal regions and local binary patterns for guide-wire detecting in percutaneous coronary intervention 期刊论文
IET Image Processing, 2019, 卷号: 13, 期号: 13, 页码: 2579-2586
作者:  Prasong Pusit;  Xiaoliang,Xie;  Zeng-Guang Hou
浏览  |  Adobe PDF(2646Kb)  |  收藏  |  浏览/下载：243/72  |  提交时间：2020/11/05
image sequences  blood vessels  video signal processing  object detection  
A Multilayer and Multimodal-Fusion Architecture for Simultaneous Recognition of Endovascular Manipulations and Assessment of Technical Skills 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: PP, 期号: 99, 页码: 1-13
作者:  Xiaohu,Zhou;  Xiaoliang.Xie;  Zhenqiu,Feng;  Zengguang,Hou;  Guibin,Bian;  Ruiqi,Li;  Zhenliang,Ni;  Shiqi,Liu;  Yan-Jie Zhou
浏览  |  Adobe PDF(2286Kb)  |  收藏  |  浏览/下载：316/63  |  提交时间：2020/11/05
Endovascular manipulations  multilayer and multimodal-fusion architecture (MMFA)  percutaneous coronary intervention (PCI),  technical skill assessment  
Applying maximally stable extremal regions and local binary patterns for guide-wire detecting in percutaneous coronary intervention 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 13, 页码: 2579-2586
作者:  Pusit, Prasong;  Xie, Xiao-Liang;  Hou, Zeng-Guang
浏览  |  Adobe PDF(2646Kb)  |  收藏  |  浏览/下载：394/80  |  提交时间：2020/03/30
blood vessels  medical image processing  surgery  image sequences  video signal processing  image filtering  object detection  X-ray imaging  object tracking  stroke width variation filter  region detection  local binary patterns  guide-wire recognition  conventional MSER methods  maximally stable extremal regions  guide-wire position  anatomical skeleton contours  training data  X-ray video sequence  percutaneous coronary intervention surgery  region area range filter  X-ray video monitoring  guide-wire tip detection  modified multifilters  training templates  
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：589/161  |  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：484/119  |  提交时间：2018/05/31
Electroencephalogram (Eeg)  Electromyogram (Emg)  Human-robot Interaction  Mechanomyogram (Mmg)  Motion Intention Recognition  Multimodal Fusion  
sEMG-based continuous estimation of joint angles of human legs by using BP neural network 期刊论文
NEUROCOMPUTING, 2012, 卷号: 78, 期号: 1, 页码: 139-148
作者:  Zhang, Feng;  Li, Pengfeng;  Hou, Zeng-Guang;  Lu, Zhen;  Chen, Yixiong;  Li, Qingling;  Tan, Min
浏览  |  Adobe PDF(999Kb)  |  收藏  |  浏览/下载：596/270  |  提交时间：2015/08/12
Semg  Rehabilitation  Bp  Sci  
Backward swimming gaits for a carangiform robotic fish 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2013, 卷号: 23, 期号: 7-8, 页码: 2015-2021
作者:  Zhou, Chao;  Cao, Zhiqiang;  Hou, Zeng-Guang;  Wang, Shuo;  Tan, Min;  Chao Zhou
Adobe PDF(367Kb)  |  收藏  |  浏览/下载：245/52  |  提交时间：2015/08/12
Backward Swimming  Carangiform Robotic Fish  Gaits Planning  
Survey of single-target visual tracking methods based on online learning 期刊论文
IET COMPUTER VISION, 2014, 卷号: 8, 期号: 5, 页码: 419-428
作者:  Liu, Qi;  Zhao, Xiaoguang;  Hou, Zengguang
Adobe PDF(362Kb)  |  收藏  |  浏览/下载：321/80  |  提交时间：2015/08/12