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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
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：56/12  |  提交时间：2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
An fMRI Dataset for Concept Representation with Semantic Feature Annotations (vol 9, 721, 2022) 期刊论文
SCIENTIFIC DATA, 2023, 卷号: 10, 期号: 1, 页码: 1
作者:  Wang, Shaonan;  Zhang, Yunhao;  Zhang, Xiaohan;  Sun, Jingyuan;  Lin, Nan;  Zhang, Jiajun;  Zong, Chengqing
收藏  |  浏览/下载：64/0  |  提交时间：2023/11/17
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder 期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:  Li, Xuemei;  Huang, Yang;  Liu, Mengqi;  Zhang, Manqi;  Liu, Yang;  Teng, Teng;  Liu, Xueer;  Yu, Ying;  Jiang, Yuanliang;  Ouyang, Xuan;  Xu, Ming;  Lv, Fajin;  Long, Yicheng;  Zhou, Xinyu
收藏  |  浏览/下载：93/0  |  提交时间：2023/11/17
Childhood trauma  Major depressive disorder  Adolescent  Functional neuroimaging  Brain network  
In Vivo Measurement of Cerebral SPIO Concentration in Nonhuman Primate Using Magnetic Particle Imaging Detector 期刊论文
IEEE MAGNETICS LETTERS, 2023, 卷号: 14, 页码: 5
作者:  Hui, Hui;  Liu, Jiaojiao;  Zhang, Hui;  Zhong, Jing;  He, Jie;  Zhang, Bo;  Zhang, Haoran;  Li, Qin;  Li, Hongjun;  Tian, Jie
收藏  |  浏览/下载：77/0  |  提交时间：2023/11/17
Magnetic instruments  cerebral blood volume  magnetic particle imaging  nonhuman primate  superparamagnetic iron oxide nanoparticles  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
收藏  |  浏览/下载：69/0  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：79/27  |  提交时间：2023/08/02
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
分布式文本表示与大脑语言表征相似性的可解释性分析 期刊论文
中文信息学报, 2023, 页码: 11
作者:  张肖寒;  王少楠;  宗成庆
Adobe PDF(1060Kb)  |  收藏  |  浏览/下载：105/39  |  提交时间：2023/06/20
分布式文本表示  脑活动  神经编码  
TREPH: A Plug-In Topological Layer for Graph Neural Networks 期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:  Ye, Xue;  Sun, Fang;  Xiang, Shiming
Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：92/23  |  提交时间：2023/06/19
graph neural network  graph representation learning  topological data analysis  extended persistent homology  
The Individualized Prediction of Neurocognitive Function in People Living with HIV Based on Clinical and Multimodal Connectome Data 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2023, 卷号: 27, 期号: 4, 页码: 2094 - 2104
作者:  Li Xaing;  Towe Sheri;  Bell Ryan;  Jiang Rongtao;  Hall Shana;  Calhoun Vince;  Meade Christina;  Sui Jing
Adobe PDF(3496Kb)  |  收藏  |  浏览/下载：176/71  |  提交时间：2023/05/16
Structural and Functional Brain Abnormalities in Human Immunodeficiency Virus Disease Revealed by Multimodal Magnetic Resonance Imaging Fusion: Association With Cognitive Functio 期刊论文
Clinical Infectious Diseases, 2021, 卷号: 73, 期号: 7, 页码: e2287–93
作者:  Sui Jing;  Li Xiang;  Bell Ryan;  Towe Sheri;  Gadde Syam;  Chen Nan-kuei;  Meade Christina
Adobe PDF(1246Kb)  |  收藏  |  浏览/下载：103/32  |  提交时间：2023/05/16