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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
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浏览/下载:1/0
  |  
提交时间:2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
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
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  |  
浏览/下载:3/0
  |  
提交时间:2024/02/22
Alzheimer's disease
Neuroimaging biomarker
Multisite
Specific
Longitudinal progression
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
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  |  
浏览/下载:3/0
  |  
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)
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
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  |  
浏览/下载:8/0
  |  
提交时间:2023/11/17
Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
作者:
Mei-Ling Wang
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  |  
浏览/下载:14/0
  |  
提交时间:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
Deep Learning for Brain MRI Confirms Patterned Pathological Progression in Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2022, 页码: 19
作者:
Pan, Dan
;
Zeng, An
;
Yang, Baoyao
;
Lai, Gangyong
;
Hu, Bing
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  |  
浏览/下载:12/0
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提交时间:2023/02/22
Alzheimer's disease
deep learning
longitudinal trajectories of neurodegeneration
structural magnetic resonance imaging
Network localization of transient global amnesia beyond the hippocampus
期刊论文
NEUROLOGICAL SCIENCES, 2022, 页码: 9
作者:
Wang, Tao
;
Xu, Yicheng
;
Li, Deying
;
Tu, Wenjun
;
Li, Yanan
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  |  
浏览/下载:17/0
  |  
提交时间:2022/11/14
Transient global amnesia
DMN
Lesion network mapping
A synchronized multimodal neuroimaging dataset for studying brain language processing
期刊论文
SCIENTIFIC DATA, 2022, 卷号: 9, 期号: 1, 页码: 10
作者:
Wang, Shaonan
;
Zhang, Xiaohan
;
Zhang, Jiajun
;
Zong, Chengqing
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  |  
浏览/下载:18/0
  |  
提交时间:2022/11/14
Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurement
期刊论文
CEREBRAL CORTEX, 2022, 页码: 18
作者:
Shi, Weiyang
;
Fan, Lingzhong
;
Wang, Haiyan
;
Liu, Bing
;
Li, Wen
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  |  
浏览/下载:51/0
  |  
提交时间:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
The co-activation patterns of multiple brain regions in Juvenile Myoclonic Epilepsy
期刊论文
COGNITIVE NEURODYNAMICS, 2022
作者:
Ke, Ming
;
Hou, Lei
;
Liu, Guangyao
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  |  
浏览/下载:18/0
  |  
提交时间:2022/08/09
Juvenile Myoclonic Epilepsy
fMRI
Voxel-based morphometry
Co-activation patterns
Dynamic brain activity
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