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Connectional-style-guided contextual representation learning for brain disease diagnosis
期刊论文
NEURAL NETWORKS, 2024, 卷号: 175, 页码: 14
作者:
Wang, Gongshu
;
Jiang, Ning
;
Ma, Yunxiao
;
Chen, Duanduan
;
Wu, Jinglong
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/07/04
Transformers
Brain disease diagnosis
Self-supervised
MRI
Convergent Neuroimaging and Molecular Signatures in Mild Cognitive Impairment and Alzheimer's Disease: A Data-Driven Meta-Analysis with
N
=3,118
期刊论文
NEUROSCIENCE BULLETIN, 2024, 页码: 13
作者:
Kang, Xiaopeng
;
Wang, Dawei
;
Lin, Jiaji
;
Yao, Hongxiang
;
Zhao, Kun
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/07/22
Alzheimer's disease
Structural magnetic resonance imaging
Meta-analysis
Brain atrophy
Gene set enrichment analysis
Altered global signal topography in Alzheimer's disease
期刊论文
eBioMedicine, 2024, 页码: 104455
作者:
Chen, Pindong
;
Zhao, Kun
;
Zhang, Han
;
Wei, Yongbin
;
Wang, Pan
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/05/29
Robustly uncovering the heterogeneity of neurodegenerative disease by using data-driven subtyping in neuroimaging: A review
期刊论文
BRAIN RESEARCH, 2024, 卷号: 1823, 页码: 13
作者:
Chen, Pindong
;
Zhang, Shirui
;
Zhao, Kun
;
Kang, Xiaopeng
;
Rittman, Timothy
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/02/22
Neurodegenerative diseases
Alzheimer's disease
Heterogeneity
Subtype
Data-driven
Multimodal Fusion of Brain Imaging Data: Methods and Applications
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:
Na Luo
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
Multimodal Fusion of Brain Imaging Data: Methods and Applications
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:
Na Luo
;
Weiyang Shi
;
Zhengyi Yang
;
Ming Song
;
Tianzi Jiang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens (vol 61, pg 326, 2024)
期刊论文
MOLECULAR NEUROBIOLOGY, 2024, 卷号: 61, 期号: 1, 页码: 340-340
作者:
Feng, Mengmeng
;
Wen, Hongwei
;
Xin, Haotian
;
Wang, Shengpei
;
Gao, Yian
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/07/03
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
A neuroimaging biomarker for Individual Brain-Related Abnormalities In Neurodegeneration (IBRAIN): a cross-sectional study
期刊论文
ECLINICALMEDICINE, 2023, 卷号: 65, 页码: 14
作者:
Zhao, Kun
;
Chen, Pindong
;
Alexander-Bloch, Aaron
;
Wei, Yongbin
;
Dyrba, Martin
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/02/22
Alzheimer's disease
Neuroimaging biomarker
Multisite
Specific
Longitudinal progression
Disrupted Gray Matter Networks Associated with Cognitive Dysfunction in Cerebral Small Vessel Disease
期刊论文
BRAIN SCIENCES, 2023, 卷号: 13, 期号: 10, 页码: 19
作者:
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/12/21
cerebral small vessel disease
cerebral microbleeds
voxel-based morphometry
gray matter networks
graph theory
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