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Episodic Memory-Related Imaging Features as Valuable Biomarkers for the Diagnosis of Alzheimer's Disease: A Multicenter Study Based on Machine Learning
期刊论文
BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING, 2023, 卷号: 8, 期号: 2, 页码: 10
作者:
Shi, Yachen
;
Wang, Zan
;
Chen, Pindong
;
Cheng, Piaoyue
;
Zhao, Kun
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/17
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
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification
会议论文
印度,加尔各答, 2022-3-28
作者:
Li C(李超)
;
Cui Y(崔玥)
;
Luo N(罗娜)
;
Liu Y(刘勇)
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/23
convolutional neural network
deep learning
structural MRI
transfer learning
Transformer
An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data
期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:
Miin Zhao
;
Weizheng Yan
;
Na Luo
;
Dongmei Zhi
;
Zening Fu
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/06/17
Intravoxel incoherent motion diffusion-weighted imaging in the characterization of Alzheimer's disease
期刊论文
BRAIN IMAGING AND BEHAVIOR, 2021
作者:
Xia, Nengzhi
;
Li, Yanxuan
;
Xue, Yingnan
;
Li, Weikang
;
Zhang, Zhenhua
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/11/01
Intravoxel incoherent motion
Diffusion
Cross-validation
Alzheimer's disease
Precuneus
Brain imaging-based machine learning in autism spectrum disorder: methods and applications
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 14
作者:
Xu, Ming
;
Calhoun, Vince
;
Jiang, Rongtao
;
Yan, Weizheng
;
Sui, Jing
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2021/11/02
Autism spectrum disorder (ASD)
Machine learning
Classification
Prediction
fMRI
sMRI
dMRI
Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples
期刊论文
CURRENT OPINION IN NEUROLOGY, 2021, 卷号: 34, 期号: 4, 页码: 469-479
作者:
Calhoun, Vince D.
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2021/08/15
data driven
data fusion
dynamics
multimodal
neuroimaging biomarkers
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 4, 页码: 1279-1289
作者:
Yao, Dongren
;
Sui, Jing
;
Wang, Mingliang
;
Yang, Erkun
;
Jiaerken, Yeerfan
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2021/05/17
Functional magnetic resonance imaging
Convolution
Diseases
Fuses
Brain modeling
Neuroimaging
White matter
Brain connectivity
graph convolutional network
triplet
classification
Diagnostic Classification for Human Autism and Obsessive-Compulsive Disorder Based on Machine Learning From a Primate Genetic Model
期刊论文
AMERICAN JOURNAL OF PSYCHIATRY, 2021, 卷号: 178, 期号: 1, 页码: 65-76
作者:
Zhan, Yafeng
;
Wei, Jianze
;
Liang, Jian
;
Xu, Xiu
;
He, Ran
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/03/01
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