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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：27/7  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
收藏  |  浏览/下载：173/0  |  提交时间：2023/12/21
Alzheimer's disease (AD)  cognitive assessment  convolutional neural networks (CNNs)  graph neural networks  structural magnetic resonance imaging (sMRI)  
Localization of Myocardial Infarction From 2D-VCG Tensor With DSC-Net 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 10
作者:  Xiong, Peng;  Li, Kunlin;  Zhang, Jieshuo;  He, Cong;  Du, Haiman;  Yang, Jianli;  Cao, Xiaohua;  Hou, Zengguang;  Liu, Xiuling
收藏  |  浏览/下载：88/0  |  提交时间：2023/11/17
Index Terms-2-D-vectorcardiogram (2D-VCG)  depthwise separable convolutional  myocardial infarction (MI)  vectorcardiogram (VCG)  
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：233/26  |  提交时间：2023/06/02
Alzheimer’s disease  magnetic resonance imaging  generative adversarial network  
Group feature learning and domain adversarial neural network for aMCI diagnosis system based on EEG 会议论文
, 西安, 2021.06
作者:  Fan, Chen-Chen;  Xie, Haiqun;  Peng, Liang;  Yang, Hongjun;  Ni, Zhen-Liang;  Wang, Guan’an;  Zhou, Yan-Jie;  Chen, Sheng;  Fang, Zhijie;  Huang, Shuyun;  Hou, Zeng-Guang
Adobe PDF(1846Kb)  |  收藏  |  浏览/下载：153/47  |  提交时间：2023/06/02
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：89/0  |  提交时间：2023/03/20
Adaptive control  impedance learning  iterative learning control  rehabilitation robot  repetitive learning control  robot control  spatial periodicity  
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：206/0  |  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：221/0  |  提交时间：2022/11/21
congenital heart disease  fetal echocardiography  digital twin  cardiovascular casting  virtual ultrasound  
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：438/0  |  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  
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
作者:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
收藏  |  浏览/下载：276/0  |  提交时间：2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)