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科研机构
自动化研究所 [20]
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期刊论文 [19]
学位论文 [1]
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2024 [1]
2023 [2]
2022 [2]
2021 [2]
2020 [6]
2019 [1]
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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
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:5/0
  |  
提交时间:2024/02/22
Alzheimer's disease
Neuroimaging biomarker
Multisite
Specific
Longitudinal progression
Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals
期刊论文
TRANSLATIONAL PSYCHIATRY, 2023, 卷号: 13, 期号: 1
作者:
Sun, Yuqing
;
Zhao, Yuxin
;
Hu, Ke
;
Wang, Meng
;
Liu, Yong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/05/31
Unruptured brain arteriovenous malformations causing seizures localize to one common brain network
期刊论文
JOURNAL OF NEUROSCIENCE RESEARCH, 2022, 页码: 11
作者:
Zhao, Shao-Zhi
;
Zhao, Yu-Xin
;
Liao, Xiao-Hua
;
Huo, Ran
;
Li, Hao
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/12/27
brain arteriovenous malformations
lesion network mapping
seizures
voxel-based lesion-symptom mapping
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series
期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:
Yan, Weizheng
;
Zhao, Min
;
Fu, Zening
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/07/25
Deep learning
FMRI
Schizophrenia
Bipolar disorder
Schizoaffective disorder
Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples
期刊论文
CURRENT OPINION IN NEUROLOGY, 2021, 卷号: 34, 期号: 4, 页码: 469-479
作者:
Calhoun, Vince D.
;
Pearlson, Godfrey D.
;
Sui, Jing
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/08/15
data driven
data fusion
dynamics
multimodal
neuroimaging biomarkers
Developing Neuroimaging Biomarker for Brain Diseases with a Machine Learning Framework and the Brainnetome Atlas
期刊论文
NEUROSCIENCE BULLETIN, 2021, 页码: 3
作者:
Shi, Weiyang
;
Fan, Lingzhong
;
Jiang, Tianzi
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/08/15
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 期号: 108756, 页码: 10
作者:
Zhao, Jianlong
;
Huang, Jinjie
;
Zhi, Dongmei
;
Yan, Weizheng
;
Ma, Xiaohong
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2020/08/03
Resting-state fMRI
Generative adversarial networks (GAN)
Deep learning
Classification
Major depressive disorders
Schizophrenia
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:
Jin, Dan
;
Zhou, Bo
;
Han, Ying
;
Ren, Jiaji
;
Han, Tong
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2020/07/20
Alzheimer's disease
computer-aided diagnosis
neurobiological basis
neuroscientifically interpretable biomarkers
structural magnetic resonance imaging
Generalizable, Reproducible, and Neuroscientifically Interpretable Imaging Biomarkers for Alzheimer's Disease
期刊论文
ADVANCED SCIENCE, 2020, 页码: 12
作者:
Jin, Dan
;
Zhou, Bo
;
Han, Ying
;
Ren, Jiaji
;
Han, Tong
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/07/20
Alzheimer's disease
computer-aided diagnosis
neurobiological basis
neuroscientifically interpretable biomarkers
structural magnetic resonance imaging
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