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FFCM-MRF: An accurate and generalizable cerebrovascular segmentation pipeline for humans and rhesus monkeys based on TOF-MRA 期刊论文
Computers in Biology and Medicine, 2024, 页码: 107996
作者:  Yue Cui;  Haibin Huang;  Jialu Liu;  Mingyang Zhao;  Chengyi Li;  Xinyong Han;  Na Luo;  Jinquan Gao;  Dong-ming Yan;  Chen Zhang;  Tianzi Jiang;  Shan Yu
Adobe PDF(456Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/06/21
An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:  Miin Zhao;  Weizheng Yan;  Na Luo;  Dongmei Zhi;  Zening Fu;  Yuhui Du;  Shan Yu;  Tianzi Jiang;  Vince D. Calhoun;  Jing Sui
Adobe PDF(3010Kb)  |  收藏  |  浏览/下载：15/7  |  提交时间：2024/06/17
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;  Calhoun, Vince D.
Adobe PDF(2729Kb)  |  收藏  |  浏览/下载：253/2  |  提交时间：2022/07/25
Deep learning  FMRI  Schizophrenia  Bipolar disorder  Schizoaffective disorder  
Multimodal brain deficits shared in early-onset and adult-onset schizophrenia predict positive symptoms regardless of illness stage 期刊论文
HUMAN BRAIN MAPPING, 2022, 页码: 12
作者:  Feng, Aichen;  Luo, Na;  Zhao, Wentao;  Calhoun, Vince D.;  Jiang, Rongtao;  Zhi, Dongmei;  Shi, Weiyang;  Jiang, Tianzi;  Yu, Shan;  Xu, Yong;  Liu, Sha;  Sui, Jing
收藏  |  浏览/下载：297/0  |  提交时间：2022/06/10
early-onset schizophrenia (EOS)  MRI  multimodal fusion  PANSS  symptom prediction  
Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2021, 页码: 10
作者:  Guo, Xiaojie;  Liu, Lu;  Li, Tiantian;  Zhao, Qihua;  Li, Hui;  Huang, Fang;  Wang, Yanfei;  Qian, Qiujin;  Cao, Qingjiu;  Wang, Yufeng;  Calhoun, Vince D.;  Sui, Jing;  Sun, Li
收藏  |  浏览/下载：297/0  |  提交时间：2021/04/27
adults with attention-deficit/hyperactivity disorder  inhibition  multimodal MRI fusion  NOS1 ex1f-VNTR  
Characterizing white matter connectivity in Alzheimer's disease and mild cognitive impairment: An automated fiber quantification analysis with two independent datasets 期刊论文
CORTEX, 2020, 卷号: 129, 页码: 390-405
作者:  Dou, Xuejiao;  Yao, Hongxiang;  Feng, Feng;  Wang, Pan;  Zhou, Bo;  Jin, Dan;  Yang, Zhengyi;  Li, Jin;  Zhao, Cui;  Wang, Luning;  An, Ningyu;  Liu, Bing;  Zhang, Xi;  Liu, Yong
收藏  |  浏览/下载：242/0  |  提交时间：2020/08/31
Alzheimer's disease  Diffusion-weighted MRI  Tract-specific analysis  White matter  Support vector machine  
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;  Yang, Xiao;  Li, Xianbin;  Ke, Qing;  Jiang, Tianzi;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(5325Kb)  |  收藏  |  浏览/下载：415/64  |  提交时间：2020/08/03
Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia  
Independent and reproducible hippocampal radiomic biomarkers for multisite Alzheimer?s disease: diagnosis, longitudinal progress and biological basis 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 13, 页码: 1103-1113
作者:  Zhao, Kun;  Ding, Yanhui;  Han, Ying;  Fan, Yong;  Alexander-Bloch, Aaron F.;  Han, Tong;  Jin, Dan;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Wang, Qing;  Xu, Kaibin;  Yang, Hongwei;  Yao, Hongxiang;  Zheng, Yuanjie;  Yu, Chunshui;  Zhou, Bo;  Zhang, Xinqing;  Zhou, Yuying;  Jiang, Tianzi;  Zhang, Xi;  Liu, Yong
收藏  |  浏览/下载：347/0  |  提交时间：2020/08/03
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;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Xu, Jian;  Yang, Zhengyi;  Yao, Hongxiang;  Yu, Chunshui;  Zhao, Kun;  Wintermark, Max;  Zuo, Nianming;  Zhang, Xinqing;  Zhou, Yuying;  Zhang, Xi;  Jiang, Tianzi;  Wang, Qing;  Liu, Yong
收藏  |  浏览/下载：330/0  |  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;  Liu, Bing;  Lu, Jie;  Song, Chengyuan;  Wang, Pan;  Wang, Dawei;  Xu, Jian;  Yang, Zhengyi;  Yao, Hongxiang;  Yu, Chunshui;  Zhao, Kun;  Wintermark, Max;  Zuo, Nianming;  Zhang, Xinqing;  Zhou, Yuying;  Zhang, Xi;  Jiang, Tianzi;  Wang, Qing;  Liu, Yong
收藏  |  浏览/下载：264/0  |  提交时间：2020/07/20
Alzheimer's disease  computer-aided diagnosis  neurobiological basis  neuroscientifically interpretable biomarkers  structural magnetic resonance imaging