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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: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)
Patient-level grading prediction of prostate cancer from mp-MRI via GMINet
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150, 页码: 10
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Jiangang
;
Yan, Ye
;
Sun, Kai
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study
期刊论文
Brain Connect, 2022, 卷号: 12, 期号: 8, 页码: 725-739
作者:
Jiahua Xu
;
Mircea Ariel Schoenfeld
;
Paolo M. Rossini
;
Turgut Tatlisumak
;
Andreas Nürnberger
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/01/17
brain connectivity
brain connectome
brain network reorganization
occipital stroke
plasticity
stroke
visual cortex
visual field
visio
Unrevealing Reliable Cortical Parcellation of Individual Brains Using Resting-State Functional Magnetic Resonance Imaging and Masked Graph Convolutions
期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 14
作者:
Qiu, Wenyuan
;
Ma, Liang
;
Jiang, Tianzi
;
Zhang, Yu
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  |  
浏览/下载:19/0
  |  
提交时间:2022/06/10
functional connectivity
cortical parcellation
intersubject variability
topographic variability
resting-state fMRI (rfMRI)
test-retest reliability
graph neural network
BGL-Net: A brain-inspired global-local information fusion network for Alzheimer’s disease based on sMRI
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 卷号: doi: 10.1109/TCDS.2022.3204782, 页码: 1-9
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Peng, Liang
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/06/02
Characterization of whole-brain task-modulated functional connectivity in response to nociceptive pain: A multisensory comparison study
期刊论文
HUMAN BRAIN MAPPING, 2021, 页码: 15
作者:
Li, Linling
;
Di, Xin
;
Zhang, Huijuan
;
Huang, Gan
;
Zhang, Li
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  |  
浏览/下载:35/0
  |  
提交时间:2021/12/09
functional connectivity
MRI
neuroimaging
pain
psychophysiological interaction
task
Interactive prostate MR image segmentation based on ConvLSTMs and GGNN
期刊论文
Neurocomputing, 2021, 卷号: 438, 页码: 84-93
作者:
Tian, Zhiqiang
;
Li, Xiaojian
;
Chen, Zhang
;
Zheng, Yaoyue
;
Fan, Hongcheng
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  |  
浏览/下载:11/0
  |  
提交时间:2021/04/12
Automation
Diseases
Magnetic resonance
Magnetic resonance imaging
Statistical tests
Urology
Automated methods
Graph neural networks
Intensity distribution
Interactive segmentation methods
Prostate cancers
Prostate segmentation
State-of-the-art methods
User interaction
面向精神疾病分类诊断的磁共振影像机器学习算法研究
学位论文
中国科学院自动化研究所: 中国科学院自动化研究所, 2021
作者:
姚东任
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  |  
浏览/下载:28/0
  |  
提交时间:2021/06/17
脑影像
连接网路
特征选择
图卷积
Predicting the components and types of kerogen in shale by combining machine learning with NMR spectra
期刊论文
FUEL, 2021, 卷号: 290, 页码: 10
作者:
Kang DL(康东亮)
;
Wang XH(王晓荷)
;
Zheng XJ(郑晓娇)
;
Zhao YP(赵亚溥)
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/03/30
Machine learning
Kerogen and shale
Molecular structure
High-throughput prediction
NMR spectra datasets
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:64/0
  |  
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
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