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Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study
期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
作者:
Rixing Jing
;
Pindong Chen
;
Yongbin Wei
;
Juanning Si
;
Yuying Zhou
;
Dawei Wang
;
Chengyuan Song
;
Hongwei Yang
;
Zengqiang Zhang
;
Hongxiang Yao
;
Xiaopeng Kang
;
Lingzhong Fan
;
Tong Han
;
Wen Qin
;
Bo Zhou
;
Tianzi Jiang
;
Jie Lu
;
Ying Han
;
Xi Zhang
;
Bing Liu
;
Chunshui Yu
;
Pan Wang
;
Yong Liu
Adobe PDF(3939Kb)
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浏览/下载:45/15
  |  
提交时间:2024/07/09
Structural Brain Atrophy Predict Symptom Severity in Schizophrenia Based on Generalized Additive Models
会议论文
, Kolkata, India, 28-31 March 2022
作者:
Wang, Meng
;
Fan, Lingzhong
;
Liu, Bing
Adobe PDF(242Kb)
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浏览/下载:298/71
  |  
提交时间:2022/06/16
Schizophrenia
Prediction
Generalized Additive Models
Symptom Severity
Brain Atrophy
Predicting Treatment Response in Schizophrenia With Magnetic Resonance Imaging and Polygenic Risk Score
期刊论文
FRONTIERS IN GENETICS, 2022, 卷号: 13, 页码: 11
作者:
Wang, Meng
;
Hu, Ke
;
Fan, Lingzhong
;
Yan, Hao
;
Li, Peng
;
Jiang, Tianzi
;
Liu, Bing
Adobe PDF(822Kb)
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浏览/下载:425/129
  |  
提交时间:2022/06/06
schizophrenia
treatment prediction
XGBoost
polygenic risk score
magnetic resonance imaging
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus-medial prefrontal cortex functional connectivity
期刊论文
BRITISH JOURNAL OF PSYCHIATRY, 2020, 卷号: 216, 期号: 5, 页码: 267-274
作者:
Liu, Shu
;
Li, Ang
;
Liu, Yong
;
Yan, Hao
;
Wang, Meng
;
Sun, Yuqing
;
Fan, Lingzhong
;
Song, Ming
;
Xu, Kaibin
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Guo, Hua
;
Wan, Ping
;
Lv, Luxian
;
Yang, Yongfeng
;
Li, Peng
;
Lu, Lin
;
Yan, Jun
;
Wang, Huiling
;
Zhang, Hongxing
;
Wu, Huawang
;
Ning, Yuping
;
Zhang, Dai
;
Jiang, Tianzi
;
Liu, Bing
浏览
  |  
Adobe PDF(592Kb)
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收藏
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浏览/下载:489/98
  |  
提交时间:2020/06/22
Schizophrenia
polygenic risk score
hippocampus
grey matter volume
functional connectivity
A neuroimaging biomarker for striatal dysfunction in schizophrenia
期刊论文
NATURE MEDICINE, 2020, 卷号: 26, 期号: 26, 页码: 27
作者:
Li, Ang
;
Zalesky, Andrew
;
Yue, Weihua
;
Howes, Oliver
;
Yan, Hao
;
Liu, Yong
;
Fan, Lingzhong
;
Whitaker, Kirstie J.
;
Xu, Kaibin
;
Rao, Guangxiang
;
Li, Jin
;
Liu, Shu
;
Wang, Meng
;
Sun, Yuqing
;
Song, Ming
;
Li, Peng
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Liu, Wenming
;
Li, Zhigang
;
Yang, Yongfeng
;
Guo, Hua
;
Wan, Ping
;
Lv, Luxian
;
Lu, Lin
;
Yan, Jun
;
Song, Yuqing
;
Wang, Huiling
;
Zhang, Hongxing
;
Wu, Huawang
;
Ning, Yuping
;
Du, Yuhui
;
Cheng, Yuqi
;
Xu, Jian
;
Xu, Xiufeng
;
Zhang, Dai
;
Wang, Xiaoqun
;
Jiang, Tianzi
;
Liu, Bing
浏览
  |  
Adobe PDF(5512Kb)
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收藏
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浏览/下载:586/171
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提交时间:2020/06/02
TREATMENT-RESISTANT SCHIZOPHRENIA,RESTING-STATE FMRI,FUNCTIONAL CONNECTIVITY,DOPAMINE HYPOTHESIS,GENE-EXPRESSION,NETWORK
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data
期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:
Yan, Weizheng
;
Calhoun, Vince
;
Song, Ming
;
Cui, Yue
;
Yan, Hao
;
Liu, Shengfeng
;
Fan, Lingzhong
;
Zuo, Nianming
;
Yang, Zhengyi
;
Xu, Kaibin
;
Yan, Jun
;
Lv, Luxian
;
Chen, Jun
;
Chen, Yunchun
;
Guo, Hua
;
Li, Peng
;
Lu, Lin
;
Wan, Ping
;
Wang, Huaning
;
Wang, Huiling
;
Yang, Yongfeng
;
Zhang, Hongxing
;
Zhang, Dai
;
Jiang, Tianzi
;
Sui, Jing
Adobe PDF(2166Kb)
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收藏
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浏览/下载:458/78
  |  
提交时间:2019/12/16
Recurrent neural network (RNN)
Schizophrenia
Multi-site classification
fMRI
Striatum
Cerebellum
Deep learning
A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population
期刊论文
EBIOMEDICINE, 2018, 卷号: 37, 期号: 2018, 页码: 471-482
作者:
Luo, Na
;
Sui, Jing
;
Chen, Jiayu
;
Zhang, Fuquan
;
Tian, Lin
;
Lin, Dongdong
;
Song, Ming
;
Calhoun, Vince D.
;
Cui, Yue
;
Vergara, Victor M.
;
Zheng, Fanfan
;
Liu, Jingyu
;
Yang, Zhenyi
;
Zuo, Nianming
;
Fan, Lingzhong
;
Xu, Kaibin
;
Liu, Shengfeng
;
Li, Jian
;
Xu, Yong
;
Liu, Sha
;
Lv, Luxian
;
Chen, Jun
;
Chen, Yunchun
;
Guo, Hua
;
Li, Peng
;
Lu, Lin
;
Wan, Ping
;
Wang, Huaning
;
Wang, Huiling
;
Yan, Hao
;
Yan, Jun
;
Yang, Yongfeng
;
Zhang, Hongxing
;
Zhang, Dai
;
Jiang, Tianzi
浏览
  |  
Adobe PDF(3297Kb)
  |  
收藏
  |  
浏览/下载:504/97
  |  
提交时间:2019/07/12
Schizophrenia
Multimodal fusion
Genetic-brain-cognition pathway
Working memory
Mediation analysis
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population
期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
作者:
Liu, Shengfeng
;
Wang, Haiying
;
Song, Ming
;
Lv, Luxian
;
Cui, Yue
;
Liu, Yong
;
Fan, Lingzhong
;
Zuo, Nianming
;
Xu, Kaibin
;
Du, Yuhui
;
Yu, Qingbao
;
Luo, Na
;
Qi, Shile
;
Yang, Jian
;
Xie, Sangma
;
Li, Jian
;
Chen, Jun
;
Chen, Yunchun
;
Wang, Huaning
;
Guo, Hua
;
Wan, Ping
;
Yang, Yongfeng
;
Li, Peng
;
Lu, Lin
;
Yan, Hao
;
Yan, Jun
;
Wang, Huiling
;
Zhang, Hongxing
;
Zhang, Dai
;
Calhoun, Vince D.
;
Jiang, Tianzi
;
Sui, Jing
Adobe PDF(1469Kb)
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收藏
  |  
浏览/下载:544/111
  |  
提交时间:2019/07/12
multimodal fusion
resting-state fMRI
schizophrenia
auditory hallucination
functional network connectivity (FNC)
structural MRI
diffusion MRI
MCCA plus jICA
ALDH2 Glu504Lys Confers Susceptibility to Schizophrenia and Impacts Hippocampal-Prefrontal Functional Connectivity
期刊论文
CEREBRAL CORTEX, 2017, 卷号: 27, 期号: 3, 页码: 2034-2040
作者:
Zheng, Fanfan
;
Yan, Hao
;
Liu, Bing
;
Yue, Weihua
;
Fan, Lingzhong
;
Liao, Jinmin
;
Cui, Yue
;
Lu, Tianlan
;
Jiang, Tianzi
;
Zhang, Dai
;
Tianzi Jiang
Adobe PDF(208Kb)
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收藏
  |  
浏览/下载:553/162
  |  
提交时间:2016/10/17
Functional Connectivity
Glu504lys
Hippocampus
Pfc
Schizophrenia
The effect of body-mind relaxation meditation induction on major depressive disorder: A resting-state fMRI study
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2015, 卷号: 2015, 期号: 183, 页码: 75-82
作者:
Chen, Fangfang
;
Ly, Xueyu
;
Fang, Jiliang
;
Yu, Shan
;
Sui, Jing
;
Fan, Lingzhong
;
Li, Tao
;
Hong, Yang
;
Wang, XiaoLing
;
Wang, Weidong
;
Jiang, Tianzi
Adobe PDF(1483Kb)
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收藏
  |  
浏览/下载:422/92
  |  
提交时间:2015/09/17
Major Depressive Disorder
Body-mind Relaxation Meditation
Fmri
Cognitive Reappraisal
Medial Frontal Cortex
Orbitofrontal Cortex