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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
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/17
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
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/22
Alzheimer's disease
deep learning
longitudinal trajectories of neurodegeneration
structural magnetic resonance imaging
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
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2022/09/19
schizophrenia
subtype
structural MRI
neuroimaging-clinic association analysis
neuroimaging-transcription association analysis
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
Regional Radiomics Similarity Networks Reveal Distinct Subtypes and Abnormality Patterns in Mild Cognitive Impairment
期刊论文
ADVANCED SCIENCE, 2022, 页码: 13
作者:
Zhao, Kun
;
Zheng, Qiang
;
Dyrba, Martin
;
Rittman, Timothy
;
Li, Ang
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/03/17
mild cognitive impairment
progression
regional radiomics similarity network
subtypes
A Pathway-Specific Polygenic Risk Score Is Associated with Tau Pathology and Cognitive Decline
期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2022, 卷号: 85, 期号: 4, 页码: 1745-1754
作者:
Sun, Yuqing
;
Wang, Meng
;
Zhao, Yuxin
;
Hu, Ke
;
Liu, Yong
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/06/06
Alzheimer's disease
cognitive function genetic risk scores
pathway
tau
Editorial: Biomarker Exploration in Neuropsychiatry: Understanding of the Pathophysiology and Therapeutic Implications
期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 5
作者:
Cai, Hualin
;
Jiang, Pei
;
Zhang, Xiangyang
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2021/11/26
genomics
proteomics
metabolomics
neuroimaging
biomarkers
psychiatry
Brain imaging-based machine learning in autism spectrum disorder: methods and applications
期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 14
作者:
Xu, Ming
;
Calhoun, Vince
;
Jiang, Rongtao
;
Yan, Weizheng
;
Sui, Jing
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2021/11/02
Autism spectrum disorder (ASD)
Machine learning
Classification
Prediction
fMRI
sMRI
dMRI
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
Elucidating distinct clinico-radiologic signatures in the borderland between neuromyelitis optica and multiple sclerosis
期刊论文
JOURNAL OF NEUROLOGY, 2021, 页码: 11
作者:
Jurynczyk, Maciej
;
Klimiec-Moskal, Elzbieta
;
Kong, Yazhuo
;
Hurley, Samuel
;
Messina, Silvia
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/07/28
Multiple sclerosis
Neuromyelitis optica
Optic neuritis
Myelitis
Magnetic resonance imaging
Prospective studies
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