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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
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/05/29
Dementia
multi-modal
machine learning
domain-adversarial neural network
A Double-Hurdle Quantification Model for Freezing of Gait of Parkinson's Patients
期刊论文
IEEE Transactions on Biomedical Engineering, 2024, 页码: 1 - 12
作者:
Ningcun Xu
;
Chen Wang
;
Liang Peng
;
Xiao-Hu Zhou
;
Jingyao Chen
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/06/04
A learnable EEG channel selection method for MI-BCI using efficient channel attention
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:
Tong, Lina
;
Qian, Yihui
;
Peng, Liang
;
Wang, Chen
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/21
brain-computer interface
motor imagery
channel selection
deep learning
attention mechanism
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
收藏
  |  
浏览/下载:12/0
  |  
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)
Spatial distribution of planktonic ciliates in waters around the northeastern Antarctic Peninsula and the South Orkney Plateau
期刊论文
POLAR BIOLOGY, 2023, 页码: 15
作者:
Li, Haibo
;
Liang, Chen
;
Yang, Guang
;
Wang, Chaofeng
;
Zhang, Wuchang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/12/13
Planktonic ciliates
Tintinnids
Spatial distribution
Antarctic Peninsula
South Orkney Plateau
A Novel Approach to the Analysis of Altered Human Motor Synergistic Structures
会议论文
Macau, China, November 9-11
作者:
Jingyao Chen
;
Chen Wang
;
Ningcun Xu
;
Zeng-Guang Hou
;
Liang Peng
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/06/21
A Hip-Knee Joint Coordination Evaluation System in Hemiplegic Individuals Based on Cyclogram Analysis
会议论文
Changsha, China, 20-23 November
作者:
Ningcun Xu
;
Chen Wang
;
Liang Peng
;
Jingyao Chen
;
Zhi Cheng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/06/21
An Easy-to-Use Assessment System for Spasticity Severity Quantification in Post-Stroke Rehabilitation
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2023, 页码: 1 - 1
作者:
Chen Wang
;
Liang Peng
;
Zeng-Guang Hou
;
Pu Zhang
;
Peng Fang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/06/04
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 4773-4780
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Zhang, Chutian
;
Peng, Liang
;
Zhou, Xiaohu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/07/03
Alzheimer's disease diagnosis
graph convolution network
plug-and-play
structural magnetic resonance imaging
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
收藏
  |  
浏览/下载:54/0
  |  
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
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