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浏览/检索结果:
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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
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浏览/下载:0/0
  |  
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
收藏
  |  
浏览/下载:5/0
  |  
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)
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
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  |  
浏览/下载:0/0
  |  
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:43/0
  |  
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
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
收藏
  |  
浏览/下载:4/0
  |  
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
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/06/02
A Classification Framework Based on Multi-modal Features for Detection of Cognitive Impairments
会议论文
Xi'an, 2022.12.16-2022.12.18
作者:
Chen Sheng
;
Xie Haiqun
;
Yang Hongjun
;
Fan Chenchen
;
Hou Zeng-Guang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/05/29
Mild cognitive impairment
EEG
Machine learning
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
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/06/02
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG
期刊论文
COGNITIVE NEURODYNAMICS, 2020, 页码: 9
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Hou, Zeng-Guang
;
Ni, Zhen-Liang
;
Chen, Sheng
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/01/06
EEG
Motor imagery
Convolutional neural network
Bilinear vectors
Attention mechanism
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG
期刊论文
Cognitive Neurodynamics, 2020, 卷号: vol. 15, 页码: 181–189
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Hou, Zeng-Guang
;
Ni, Zhen-Liang
;
Chen, Sheng
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/06/02
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