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A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia

机译：一种评估动态功能网络连接和任务调制的方法：对精神分裂症的应用

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摘要

ObjectiveIn this paper, we develop a dynamic functional network connectivity (FNC) analysis approach using correlations between windowed time-courses of different brain networks (components) estimated via spatial independent component analysis (sICA). We apply the developed method to fMRI data to evaluate it and to study task-modulation of functional connections.

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期刊名称 other
作者
Ünal Sakoğlu; Godfrey D. Pearlson; Kent A. Kiehl; Y. Michelle Wang; Andrew M. Michael; Vince D. Calhoun;
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年(卷),期 -1(23),5-6
年度 -1
页码 351–366
总页数 30
原文格式 PDF
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关键词
Brain Functional magnetic resonance imaging fMRI Functional network connectivity Dynamic Independent component analysis Schizophrenia Auditory oddball task;

机译：脑;功能磁共振成像;功能磁共振成像;功能网络连接性;动态;独立成分分析;精神分裂症;听觉怪异任务;

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专利

1. A method for evaluating dynamic functional network connectivity and task-modulation: Application to schizophrenia [J] . Sako?lu ü., Pearlson G.D., Kiehl K.A., Magma: Magnetic resonance materials in physics, biology, and medicine . 2010,第5a6期

机译：一种评估动态功能网络连接性和任务调制的方法：在精神分裂症中的应用
2. A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia [J] . Ünal Sakoğlu, Godfrey D. Pearlson, Kent A. Kiehl, Magnetic Resonance Materials in Physics, Biology and Medicine . 2010,第5a6期

机译：一种评估动态功能网络连接性和任务调制的方法：在精神分裂症中的应用
3. Disrupted connectivity in schizophrenia: modelling the impact of structural connectivity changes on the dynamics of spontaneous functional networks [J] . Joana Cabral, Henrique Fernandes, Tim Van Hartevelt, BMC Neuroscience . 2013,第SUPPLEMENTa1期

机译：精神分裂症的连接中断：模拟结构连接更改对自发功能网络动力学的影响
4. Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method [C] . Weizheng Yan, Sergey Plis, Vince D Calhoun, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing . 2017

机译：使用静止状态功能网络连通性将精神分裂症与正常对照区分开：一种深度神经网络和逐层相关性传播方法
5. Dynamic Network Analysis with Applications to Functional Neural Connectivity. [D] . Golibagh Mahyari, Arash. 2017

机译：动态网络分析及其在功能性神经连接中的应用。
6. Disrupted connectivity in schizophrenia: modelling the impact of structural connectivity changes on the dynamics of spontaneous functional networks [O] . Joana Cabral, Henrique Fernandes, Tim Van Hartevelt, 2013

机译：精神分裂症的连接中断：模拟结构连接变化对自发功能网络动力学的影响
7. A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia [O] . Ünal Sakoğlu, Godfrey D. Pearlson, Kent A. Kiehl, 2010

机译：一种评估动态功能网络连接和任务调制的方法：对精神分裂症的应用

A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia

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