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TR-GAN: Multi-session future MRI prediction with temporal recurrent generative adversarial network 期刊论文
IEEE Transactions on Medical Imaging, 2022, 卷号: vol. 41, 期号: no. 8, 页码: 1925-1937
作者:  Fan, Chen-Chen;  Peng, Liang;  Wang, Tian;  Yang, Hongjun;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Wang, Guan’an;  Chen, Sheng;  Zhou, Yan-Jie;  Hou, Zeng-Guang
Adobe PDF(11092Kb)  |  收藏  |  浏览/下载：216/22  |  提交时间：2023/06/02
Alzheimer’s disease  magnetic resonance imaging  generative adversarial network  
BGL-Net: A brain-inspired global-local information fusion network for Alzheimer’s disease based on sMRI 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 卷号: doi: 10.1109/TCDS.2022.3204782, 页码: 1-9
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
Adobe PDF(1263Kb)  |  收藏  |  浏览/下载：134/20  |  提交时间：2023/06/02
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
收藏  |  浏览/下载：222/0  |  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  
Spatial Repetitive Impedance Learning Control for Robot-Assisted Rehabilitation 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 页码: 11
作者:  Yang, Jiantao;  Sun, Tairen;  Cheng, Long;  Hou, Zeng-Guang
收藏  |  浏览/下载：76/0  |  提交时间：2023/03/20
Adaptive control  impedance learning  iterative learning control  rehabilitation robot  repetitive learning control  robot control  spatial periodicity  
Discrete soft actor-critic with auto-encoder on vascular robotic system 期刊论文
ROBOTICA, 2022, 页码: 12
作者:  Li, Hao;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Gui, Mei-Jiang;  Xiang, Tian-Yu;  Wang, Jin-Li;  Hou, Zeng-Guang
收藏  |  浏览/下载：232/0  |  提交时间：2023/01/09
surgical robots  vascular robotic system  automation  reinforcement learning  deep neural network  
Localization of myocardial infarction using a multi-branch weight sharing network based on 2-D vectorcardiogram 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 卷号: 116, 页码: 9
作者:  He, Cong;  Liu, Ming;  Xiong, Peng;  Yang, Jianli;  Du, Haiman;  Xu, Jinpeng;  Hou, Zengguang;  Liu, Xiuling
收藏  |  浏览/下载：186/0  |  提交时间：2022/12/27
Vectorcardiogram  Myocardial infarction  Multi-branch neural network  Weight sharing  
Development of Digital Fetal Heart Models with Virtual Ultrasound Function Based on Cardiovascular Casting and Computed Tomography Scan 期刊论文
BIOENGINEERING-BASEL, 2022, 卷号: 9, 期号: 10, 页码: 9
作者:  Yang, Qi;  Han, Jiancheng;  Wang, Rui;  Zhang, Tong;  Zhang, Yingying;  Wang, Jingyi;  Xu, Lei;  Hou, Zengguang;  Wang, Shuangyi;  He, Yihua
收藏  |  浏览/下载：204/0  |  提交时间：2022/11/21
congenital heart disease  fetal echocardiography  digital twin  cardiovascular casting  virtual ultrasound  
Practical Predefined-Time Output-Feedback Consensus Tracking Control for Multiagent Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 12
作者:  Zou, An-Min;  Liu, Yangyang;  Hou, Zeng-Guang;  Hu, Zhipei
收藏  |  浏览/下载：236/0  |  提交时间：2022/11/14
Consensus control  Observers  Sliding mode control  Numerical stability  Multi-agent systems  Topology  Stability criteria  Consensus control  multiagent systems (MASs)  practical predefined-time (PPT) stability  sliding-mode control  
Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method 期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2022, 页码: 14
作者:  Wang, Weiqun;  Liang, Xu;  Liu, Shengda;  Lin, Tianyu;  Zhang, Pu;  Lv, Zhen;  Wang, Jiaxing;  Hou, Zeng-Guang
收藏  |  浏览/下载：197/0  |  提交时间：2022/11/14
Assistive robots  Torque  Robot kinematics  Training  Exoskeletons  Biological system modeling  Adaptation models  Adaptive learning  dynamics modeling  physical human-robot interaction (pHRI)  rehabilitation robot  
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8, 页码: 1925-1937
作者:  Fan, Chen-Chen;  Peng, Liang;  Wang, Tian;  Yang, Hongjun;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Wang, Guan'an;  Chen, Sheng;  Zhou, Yan-Jie;  Hou, Zeng-Guang
收藏  |  浏览/下载：414/0  |  提交时间：2022/09/19
Magnetic resonance imaging  Generative adversarial networks  Task analysis  Three-dimensional displays  Training  Generators  Data models  Alzheimer's disease  magnetic resonance imaging  generative adversarial network