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Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features 期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:  Gao, Jingjing;  Qian, Maomin;  Wang, Zhengning;  Li, Yanling;  Luo, Na;  Xie, Sangma;  Shi, Weiyang;  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;  Jiang, Tianzai
收藏  |  浏览/下载：15/0  |  提交时间：2024/07/03
schizophrenia identification  multimodal MRI  deep graph neural networks  image marker  gene analysis  
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, 卷号: 170, 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(985Kb)  |  收藏  |  浏览/下载：49/10  |  提交时间：2024/06/21
Cerebral vessels  Generalization  Markov random field  Segmentation  TOF-MRA  Unsupervised learning  
NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders 期刊论文
NEUROIMAGE-CLINICAL, 2020, 卷号: 28, 页码: 19
作者:  Du, Yuhui;  Fu, Zening;  Sui, Jing;  Gao, Shuang;  Xing, Ying;  Lin, Dongdong;  Salman, Mustafa;  Abrol, Anees;  Rahaman, Md Abdur;  Chen, Jiayu;  Hong, L. Elliot;  Kochunov, Peter;  Osuch, Elizabeth A.;  Calhoun, Vince D.
收藏  |  浏览/下载：341/0  |  提交时间：2021/03/01
fMRI  Independent component analysis  Brain disorders  Reproducible and comparable biomarkers  NeuroMark  
MonkeyCBP: A Toolbox for Connectivity-Based Parcellation of Monkey Brain 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2020, 卷号: 14, 页码: 15
作者:  He, Bin;  Yang, Zhengyi;  Fan, Lingzhong;  Gao, Bin;  Li, Hai;  Ye, Chuyang;  You, Bo;  Jiang, Tianzi
收藏  |  浏览/下载：265/0  |  提交时间：2020/06/22
parcellation  brain atlas  neuroimaging pipeline  diffusion tractography  parallel computing