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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
  |  
浏览/下载:2/0
  |  
提交时间:2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
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:11/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
Deciphering the neural mechanisms of miR-134 in major depressive disorder with population-based and person-specific imaging transcriptomic techniques
期刊论文
PSYCHIATRY RESEARCH, 2023, 卷号: 329, 页码: 12
作者:
Lou, Jing
;
Liu, Kai
;
Wen, Junyan
;
He, Yini
;
Sun, Yuqing
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Major depressive disorder (MDD)
miR-134
Two -stage cross -scale imaging transcriptomic
analyses
Biomarkers
Multi-omics
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder
期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:
Li, Xuemei
;
Huang, Yang
;
Liu, Mengqi
;
Zhang, Manqi
;
Liu, Yang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
Childhood trauma
Major depressive disorder
Adolescent
Functional neuroimaging
Brain 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:4/0
  |  
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)
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens
期刊论文
MOLECULAR NEUROBIOLOGY, 2023, 页码: 14
作者:
Feng, Mengmeng
;
Wen, Hongwei
;
Xin, Haotian
;
Wang, Shengpei
;
Gao, Yian
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Cerebral small vessel disease burden
Diffusion tensor imaging
probabilistic tractography
Structural network
Graph theory
A molecular probe carrying anti-tropomyosin 4 for early diagnosis of cerebral ischemia/reperfusion injury
期刊论文
NEURAL REGENERATION RESEARCH, 2023, 卷号: 18, 期号: 6, 页码: 1321-1324
作者:
Yu, Teng-Fei
;
Wang, Kun
;
Yin, Lu
;
Li, Wen-Zhe
;
Li, Chuan-Ping
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/22
cerebral ischemia/reperfusion injury
diagnosis
dynamic monitoring
ischemic stroke
middle cerebral artery occlusion
molecular probe
nanoshells
photoacoustic imaging
tropomyosin 4
ultrasound
Blood tau-PT217 contributes to the anesthesia/surgery-induced delirium-like behavior in aged mice
期刊论文
ALZHEIMERS & DEMENTIA, 2023, 页码: 17
作者:
Lu, Jing
;
Liang, Feng
;
Bai, Ping
;
Liu, Chenghao
;
Xu, Miao
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/17
anesthesia
delirium
phosphorylated tau at threonine 217
surgery
tau
tau phosphorylation
Deep Penetrating and Sensitive Targeted Magnetic Particle Imaging and Photothermal Therapy of Early-Stage Glioblastoma Based on a Biomimetic Nanoplatform
期刊论文
ADVANCED SCIENCE, 2023, 页码: 11
作者:
Huang, Xiazi
;
Hui, Hui
;
Shang, Wenting
;
Gao, Pengli
;
Zhou, Yingying
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
biomimetic nanoplatform
brain-blood-barrier breaking
cancer diagnosis
glioblastoma multiforme
magnetic particle imaging
Four Distinct Subtypes of Alzheimer?s Disease Based on Resting-State Connectivity Biomarkers
期刊论文
BIOLOGICAL PSYCHIATRY, 2023, 卷号: 93, 期号: 9, 页码: 759-769
作者:
Chen, Pindong
;
Yao, Hongxiang
;
Tijms, Betty M.
;
Wang, Pan
;
Wang, Dawei
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/11/17
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