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Guiding fusion of dynamic functional and effective connectivity in spatio-temporal graph neural network for brain disorder classification
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309
作者:
Chen, Dongdong
;
Liu, Mengjun
;
Wang, Sheng
;
Li, Zheren
;
Bai, Lu
Adobe PDF(2248Kb)
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收藏
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浏览/下载:63/2
|
提交时间:2025/02/12
Dynamic contrast enhanced MRI
Graph embeddings
Attention mechanisms
Brain connectivity
Brain disorders
Brain networks
Connectivity pattern
Effective connectivities
FMRI
Functional connectivity
Graph neural networks
Spatio-temporal graphs
Constructing hierarchical attentive functional brain networks for early AD diagnosis
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 94
作者:
Zhang, Jianjia
;
Guo, Yunan
;
Zhou, Luping
;
Wang, Lei
;
Wu, Weiwen
Adobe PDF(2260Kb)
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收藏
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浏览/下载:296/2
|
提交时间:2024/04/12
Brain
Deep learning
Brain disease
Brain disease classification
Brain disorders
Brain networks
Conventional constructions
Disease classification
Functional brain network
Hierarchical representation
Rs-fMRI
Transformer
A systematic review of phase aberration correction algorithms for transcranial focused ultrasound
期刊论文
IRADIOLOGY, 2024, 卷号: -, 期号: -, 页码: -
作者:
Wang, Mingyu
;
Xu, Zhouyang
;
Cheng, Bingbing
Adobe PDF(1585Kb)
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收藏
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浏览/下载:302/10
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提交时间:2024/11/05
Transcranial focused ultrasound
Skull aberration
Phase correction
Brain disorders
Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Zhao, Nan
;
Pan, Yongsheng
;
Sun, Kaicong
;
Gu, Yuning
;
Liu, Mianxin
Adobe PDF(72883Kb)
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收藏
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浏览/下载:341/1
|
提交时间:2024/01/19
Brain
Forecasting
Large dataset
Risk assessment
Age predictions
Age-related
Brain age prediction
Brain disorders
Large-scale datasets
Lifespans
Multilevels
Potential risks
Prediction modelling
T1-weighted magnetic resonance imaging
Structure-aware Brain Tissue Segmentation for Isointense Infant MRI Data Using Multi-phase Multi-scale Assistance Network
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1297-1307
作者:
Jiameng Liu
;
Feihong Liu
;
Dong Nie
;
Yuning Gu
;
Yuhang Sun
Adobe PDF(4551Kb)
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收藏
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浏览/下载:199/4
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提交时间:2024/09/23
Brain mapping
Tissue engineering
Adversarial networks
Brain development
Brain disorders
Brain tissue segmentations
Isointense infant brain tissue segmentation
Multi-phase multi-scale assistance network
Multi-scales
Myelination
Structure-aware
Structure-preserved GAN
Decoding and synthesizing tonal language speech from brain activity
期刊论文
SCIENCE ADVANCES, 2023, 卷号: 9, 期号: 23
作者:
Liu, Yan
;
Zhao, Zehao
;
Xu, Minpeng
;
Yu, Haiqing
;
Zhu, Yanming
Adobe PDF(1698Kb)
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收藏
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浏览/下载:408/3
|
提交时间:2023/08/11
Brain
Brain computer interface
Neurons
Patient treatment
Restoration
Speech communication
Brain activity
Communication disorders
Cortexes
Lexical tones
Modularized
Multi-stream
Neural-networks
Non-tonal languages
Precise control
Tonal languages
Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Shen, Dinggang
Adobe PDF(1048Kb)
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收藏
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浏览/下载:257/0
|
提交时间:2023/11/10
Classification (of information)
Deep learning
Diagnosis
Learning algorithms
Learning systems
Magnetic resonance imaging
Medical imaging
Automatic diagnosis
Brain disorders
Brain functional networks
Convolutional networks
Diagnosis model
Few-shot adaptation
Graph convolutional network
Learning-based methods
Meta-learner
Metalearning
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-13
作者:
Mianxin Liu
;
Han Zhang
;
Feng Shi
;
Dinggang Shen
Adobe PDF(2249Kb)
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收藏
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浏览/下载:610/163
|
提交时间:2023/07/14
Convolution
Deep learning
Diagnosis
Hierarchical systems
Magnetic resonance imaging
Network architecture
Neural networks
Brain disorders
Brain multiscale hierarchy
Convolutional neural network
Features extraction
Functional connectivity network
Functional connectivity networks
Functional magnetic resonance imaging
Graph convolutional neural network
Head
Multiscale hierarchies
The therapeutic prospects and challenges of human neural stem cells for the treatment of Alzheimer's Disease
期刊论文
CELL REGENERATION, 2022, 卷号: 11, 期号: 1
作者:
Yue, Chunmei
;
Feng, Su
;
Chen, Yingying
;
Jing, Naihe
Adobe PDF(922Kb)
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收藏
|
浏览/下载:1329/181
|
提交时间:2022/10/08
Alzheimer's disease
Brain disorders
Brain region-specific transplantation
Cognitive ability
Neural subtype-specific transplantation
Stem cell-based replacement therapy
Improving in vitro modeling of human brain with future brain organoids
期刊论文
FRONTIERS IN MOLECULAR NEUROSCIENCE, 2022, 卷号: 15
作者:
Barral, Serena
;
Xiang, Yangfei
;
Birey, Fikri
Adobe PDF(100Kb)
|
收藏
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浏览/下载:499/133
|
提交时间:2022/09/05
brain organoids
assembloids
high-throughput
neural network
neurodevelopmental
neurological disorders
therapeutic strategies
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