A spatially constrained independent component analysis jointly informed by structural and functional network connectivity

A spatially constrained independent component analysis jointly informed by structural and functional network connectivity

Saved in:

Bibliographic Details
Main Authors:	Mahshid Fouladivanda, Armin Iraji, Lei Wu, Theodorus G. M. van Erp, Aysenil Belger, Faris Hawamdeh, Godfrey D. Pearlson, Vince D. Calhoun
Format:	Article
Language:	English
Published:	The MIT Press 2024-10-01
Series:	Harvard Data Science Review
Online Access:	http://dx.doi.org/10.1162/netn_a_00398
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia
by: Armin Iraji, et al.
Published: (2022-06-01)

Evidence for anomalous network connectivity during working memory encoding in schizophrenia: an ICA based analysis.
by: Shashwath A Meda, et al.
Published: (2009-11-01)

A Feature-Selective Independent Component Analysis Method for Functional MRI
by: Yi-Ou Li, et al.
Published: (2007-01-01)

Neurobiology-based cognitive biotypes using multi-scale intrinsic connectivity networks in psychotic disorders
by: Pablo Andrés-Camazón, et al.
Published: (2025-03-01)

Dynamic connectivity and the effects of maturation in youth with attention deficit hyperactivity disorder
by: Nina de Lacy, et al.
Published: (2021-03-01)

A Flexible Constrained ICA Approach for Multisubject fMRI Analysis
by: Hanlu Yang, et al.
Published: (2025-01-01)

Data assimilation constrains new connections and components in a complex, eukaryotic circadian clock model
by: Alexandra Pokhilko, et al.
Published: (2010-09-01)

Time-varying spectral power of resting-state fMRI networks reveal cross-frequency dependence in dynamic connectivity.
by: Maziar Yaesoubi, et al.
Published: (2017-01-01)

LOW FREQUENCY FAULT FEATURE EXTRACTION FOR GEARBOX BASED ON WAVELET TRANSFORM AND CONSTRAINED INDEPENDENT COMPONENT ANALYSIS
by: LENG JunFa, et al.
Published: (2018-01-01)

Pairing explainable deep learning classification with clustering to uncover effects of schizophrenia upon whole brain functional network connectivity dynamics
by: Charles A. Ellis, et al.
Published: (2023-12-01)

Path analysis: A method to estimate altered pathways in time-varying graphs of neuroimaging data
by: Haleh Falakshahi, et al.
Published: (2024-09-01)

Multi-Layer Modeling and Visualization of Functional Network Connectivity Shows High Performance for the Classification of Schizophrenia and Cognitive Performance via Resting fMRI
by: Duc My Vo, et al.
Published: (2025-03-01)

Variable Upper Mantle Geochemical Processes Constrained From Independent Component Analysis of the Fizh Massif, Northern Oman Ophiolite
by: Yuto Miki, et al.
Published: (2025-03-01)

Impaired spatial dynamic functional network connectivity and neurophysiological correlates in functional hemiparesis
by: E. Premi, et al.
Published: (2025-01-01)

Using the excitation/inhibition ratio to optimize the classification of autism and schizophrenia
by: Lavinia Carmen Uscătescu, et al.
Published: (2025-07-01)

Reaction-diffusion model for brain spacetime dynamics
by: Qiang Li, et al.
Published: (2025-09-01)

Co-methylation networks associated with cognition and structural brain development during adolescence
by: Dawn Jensen, et al.
Published: (2025-01-01)

Autaptic connections and synaptic depression constrain and promote gamma oscillations.
by: William M Connelly
Published: (2014-01-01)

Communication-constrained multi-UAV task allocation method for non-independent tasks
by: Jing Chu, et al.
Published: (2025-10-01)

Frequency modulation increases the specificity of time-resolved connectivity: A resting-state fMRI study
by: Ashkan Faghiri, et al.
Published: (2024-08-01)

Learning to Optimize Joint Chance-Constrained Power Dispatch Problems
by: Meiyi Li, et al.
Published: (2025-01-01)

A Knee Size-Independent Parameter for Malalignment of the Distal Patellofemoral Joint in Children
by: Ferdinand Wagner, et al.
Published: (2019-01-01)

Distributionally Robust Joint Chance Constrained Problem under Moment Uncertainty
by: Ke-wei Ding
Published: (2014-01-01)

“Obviously there exists an organic connection between independence and university, and between independence and catholicity”
by: Agnieszka Lekka-Kowalik, et al.
Published: (2019-08-01)

Politically connected independent board and firm performance
by: Onong Junus, et al.
Published: (2022-12-01)

On the k-Component Independence Number of a Tree
by: Shuting Cheng, et al.
Published: (2021-01-01)

Providing context: Extracting non-linear and dynamic temporal motifs from brain activity
by: Eloy Geenjaar, et al.
Published: (2025-01-01)

Providing context: Extracting non-linear and dynamic temporal motifs from brain activity.
by: Eloy Geenjaar, et al.
Published: (2025-01-01)

Groupwise registration of infant brain diffusion tensor images using intermediate subgroup templates
by: Kuaikuai Duan, et al.
Published: (2025-01-01)

Groupwise registration of infant brain diffusion tensor images using intermediate subgroup templates.
by: Kuaikuai Duan, et al.
Published: (2025-01-01)

Joint Chance-Constrained Economic Dispatch Involving Joint Optimization of Frequency-Related Inverter Control and Regulation Reserve Allocation
by: Ye Tian, et al.
Published: (2025-01-01)

The Existence and Application of Unbounded Connected Components
by: Hua Luo, et al.
Published: (2014-01-01)

Multi-constrained dynamic power estimation of battery system in series connection considering cell inconsistency
by: HU Weifeng, et al.
Published: (2022-05-01)

Removing direct photocurrent artifacts in optogenetic connectivity mapping data via constrained matrix factorization.
by: Benjamin Antin, et al.
Published: (2024-05-01)

Optimization of Fault Current Limiter Reactance Based on Joint Simulation and Penalty Function-Constrained Algorithm
by: Jun Zhao, et al.
Published: (2025-02-01)

Vertical Slowness-Constrained Joint Anisotropic Parameters and Event-Location Inversion for Downhole Microseismic Monitoring
by: Congcong Yuan, et al.
Published: (2025-02-01)

Joint Optimal Production Planning for Complex Supply Chains Constrained by Carbon Emission Abatement Policies
by: Longfei He, et al.
Published: (2014-01-01)

Fractals and Independent Component Analysis for Defect Detection in Bridge Decks
by: Ikhlas Abdel-Qader, et al.
Published: (2011-01-01)

Research of power line communication based on independent component analysis
by: GAO Qiang, et al.
Published: (2007-01-01)

vConnect: V2V Connectivity Prediction and Independent Task Offloading Framework in Vehicular Edge Computing
by: Adsadawut Chanakitkarnchok, et al.
Published: (2025-01-01)