Cargando…

Spatial vs. Temporal Features in ICA of Resting-State fMRI – A Quantitative and Qualitative Investigation in the Context of Response Inhibition

Independent component analysis (ICA) can identify covarying functional networks in the resting brain. Despite its relatively widespread use, the potential of the temporal information (unlike spatial information) obtained by ICA from resting state fMRI (RS-fMRI) data is not always fully utilized. In...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tian, Lixia, Kong, Yazhuo, Ren, Juejing, Varoquaux, Gaël, Zang, Yufeng, Smith, Stephen M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2013
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3688987/ https://www.ncbi.nlm.nih.gov/pubmed/23825545 http://dx.doi.org/10.1371/journal.pone.0066572

Ejemplares similares

Temporally and Spatially Constrained ICA of fMRI Data Analysis
por: Wang, Zhi, et al.
Publicado: (2014)

Using Coherence to Measure Regional Homogeneity of Resting-State fMRI Signal
por: Liu, Dongqiang, et al.
Publicado: (2010)

ICA-fNORM: Spatial Normalization of fMRI Data Using Intrinsic Group-ICA Networks
por: Khullar, Siddharth, et al.
Publicado: (2011)

Temporally constrained ICA with threshold and its application to fMRI data
por: Long, Zhiying, et al.
Publicado: (2019)

Effect of Spatial Smoothing on Task fMRI ICA and Functional Connectivity
por: Chen, Zikuan, et al.
Publicado: (2018)

Non-linear ICA Analysis of Resting-State fMRI in Mild Cognitive Impairment
por: Bi, Xia-an, et al.
Publicado: (2018)

The Quest for EEG Power Band Correlation with ICA Derived fMRI Resting State Networks
por: Meyer, Matthias Christoph, et al.
Publicado: (2013)

Beyond Noise: Using Temporal ICA to Extract Meaningful Information from High-Frequency fMRI Signal Fluctuations during Rest
por: Boubela, Roland N., et al.
Publicado: (2013)

Hand classification of fMRI ICA noise components
por: Griffanti, Ludovica, et al.
Publicado: (2017)

Corrigendum: The quest for EEG power band correlation with ICA derived fMRI resting state networks
por: Meyer, Matthias C., et al.
Publicado: (2014)

Dimensionality of ICA in resting-state fMRI investigated by feature optimized classification of independent components with SVM
por: Wang, Yanlu, et al.
Publicado: (2015)

Automated Classification of Resting-State fMRI ICA Components Using a Deep Siamese Network
por: Chou, Yiyu, et al.
Publicado: (2022)

The Use of a priori Information in ICA-Based Techniques for Real-Time fMRI: An Evaluation of Static/Dynamic and Spatial/Temporal Characteristics
por: Soldati, Nicola, et al.
Publicado: (2013)

ICA-based artifact removal diminishes scan site differences in multi-center resting-state fMRI
por: Feis, Rogier A., et al.
Publicado: (2015)

Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA
por: Sui, Jing, et al.
Publicado: (2013)

Comparing the reliability of different ICA algorithms for fMRI analysis
por: Wei, Pengxu, et al.
Publicado: (2022)

Spatial ICA reveals functional activity hidden from traditional fMRI GLM-based analyses
por: Xu, Jiansong, et al.
Publicado: (2013)

Scale-Free and Multifractal Time Dynamics of fMRI Signals during Rest and Task
por: Ciuciu, P., et al.
Publicado: (2012)

ICA of fMRI Studies: New Approaches and Cutting Edge Applications
por: Robinson, Simon Daniel, et al.
Publicado: (2013)

Which fMRI clustering gives good brain parcellations?
por: Thirion, Bertrand, et al.
Publicado: (2014)

Editorial: Temporal Features in Resting State fMRI Data
por: Zhang, Nanyin, et al.
Publicado: (2020)

Group-PCA for very large fMRI datasets
por: Smith, Stephen M., et al.
Publicado: (2014)

Data-driven analysis of simultaneous EEG/fMRI using an ICA approach
por: Schmüser, Lena, et al.
Publicado: (2014)

Clustering-Constrained ICA for Ballistocardiogram Artifacts Removal in Simultaneous EEG-fMRI
por: Wang, Kai, et al.
Publicado: (2018)

A Constrained ICA-EMD Model for Group Level fMRI Analysis
por: Wein, Simon, et al.
Publicado: (2020)

Impact of automated ICA-based denoising of fMRI data in acute stroke patients
por: Carone, D., et al.
Publicado: (2017)

Transient brain activity disentangles fMRI resting-state dynamics in terms of spatially and temporally overlapping networks
por: Karahanoğlu, Fikret Işik, et al.
Publicado: (2015)

Enhanced functional connectivity between habenula and salience network in medication-overuse headache complicating chronic migraine positions it within the addiction disorders: an ICA-based resting-state fMRI study
por: Dai, Wei, et al.
Publicado: (2021)

Multi-model order spatially constrained ICA reveals highly replicable group differences and consistent predictive results from resting data: A large N fMRI schizophrenia study
por: Meng, Xing, et al.
Publicado: (2023)

Altered Default Mode Network and Salience Network Functional Connectivity in Patients with Generalized Anxiety Disorders: An ICA-Based Resting-State fMRI Study
por: Xiong, Hang, et al.
Publicado: (2020)

Functional Subdivision of Group-ICA Results of fMRI Data Collected during Cinema Viewing
por: Pamilo, Siina, et al.
Publicado: (2012)

Analysis of Group ICA-Based Connectivity Measures from fMRI: Application to Alzheimer's Disease
por: Li, Shanshan, et al.
Publicado: (2012)

Optimizing Within-Subject Experimental Designs for jICA of Multi-Channel ERP and fMRI
por: Mangalathu-Arumana, Jain, et al.
Publicado: (2018)

Comparison of IVA and GIG-ICA in Brain Functional Network Estimation Using fMRI Data
por: Du, Yuhui, et al.
Publicado: (2017)

Validating dynamicity in resting state fMRI with activation‐informed temporal segmentation
por: Duda, Marlena, et al.
Publicado: (2021)

The Impact of Spatial Normalization Strategies on the Temporal Features of the Resting-State Functional MRI: Spatial Normalization Before rs-fMRI Features Calculation May Reduce the Reliability
por: Qing, Zhao, et al.
Publicado: (2019)

Structural equation modeling approach between salience network dysfunction, depressed mood, and subjective quality of life in schizophrenia: an ICA resting-state fMRI study
por: Ohta, Masashi, et al.
Publicado: (2018)

Multimodal fusion of multiple rest fMRI networks and MRI gray matter via parallel multilink joint ICA reveals highly significant function/structure coupling in Alzheimer's disease
por: Khalilullah, K. M. Ibrahim, et al.
Publicado: (2023)

Hybrid ICA-Seed-Based Methods for fMRI Functional Connectivity Assessment: A Feasibility Study
por: Kelly, Robert E., et al.
Publicado: (2010)

Large-Scale Functional Networks Identified from Resting-State EEG Using Spatial ICA
por: Sockeel, Stéphane, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_t5m6uflroee8cogf3itnsaot84