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Method for multimodal analysis of independent source differences in schizophrenia: Combining gray matter structural and auditory oddball functional data

https://doi.org/10.1002/hbm.20166
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Independent Component Analysis

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Using joint ICA to link function and structure using MEG and DTI in schizophrenia
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A multivariate analysis of age-related differences in functional networks supporting conflict resolution
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2013.09.044openalex-snapshot
Function–structure associations of the brain: Evidence from multimodal connectivity and covariance studies
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2014.04.060openalex-snapshot
A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2016.02.079openalex-snapshot
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2017.08.081openalex-snapshot
Multimodal neural correlates of cognitive control in the Human Connectome Project
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2018.07.047openalex-snapshot
Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2018.10.004openalex-snapshot
A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2018.10.072openalex-snapshot
Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2019.01.003openalex-snapshot
Simultaneous task-based BOLD-fMRI and [18-F] FDG functional PET for measurement of neuronal metabolism in the human visual cortex
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2019.116020openalex-snapshot
Structure-function associations of successful associative encoding
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.116515openalex-snapshot
The disengaging brain: Dynamic transitions from cognitive engagement and alcoholism risk
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117438openalex-snapshot
The Developmental Chronnecto-Genomics (Dev-CoG) study: A multimodal study on the developing brain
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2020.117603openalex-snapshot
Estimation of simultaneous BOLD and dynamic FDG metabolic brain activations using a multimodality concatenated ICA (mcICA) method
inferred← citeshttps://doi.org/10.1016/j.neuroimage.2024.120617openalex-snapshot
Searching Reproducible Brain Features using NeuroMark: Templates for Different Age Populations and Imaging Modalities
inferred← citeshttps://doi.org/10.1016/j.neuroscience.2020.09.053openalex-snapshot
Covariation Between Brain Function (MEG) and Structure (DTI) Differentiates Adolescents with Fetal Alcohol Spectrum Disorder from Typically Developing Controls
inferred← citeshttps://doi.org/10.1016/j.neuroscience.2023.11.018openalex-snapshot
Characterizing Typhoon-related Posttraumatic Stress Disorder Based on Multimodal Fusion of Structural, Diffusion, and Functional Magnetic Resonance Imaging
inferred← citeshttps://doi.org/10.1016/j.nicl.2014.11.016openalex-snapshot
Fusion analysis of first episode depression: Where brain shape deformations meet local composition of tissue
inferred← citeshttps://doi.org/10.1016/j.nicl.2014.11.019openalex-snapshot
Linked alterations in gray and white matter morphology in adults with high-functioning autism spectrum disorder: A multimodal brain imaging study
inferred← citeshttps://doi.org/10.1016/j.nicl.2015.08.010openalex-snapshot
Assessing brain structural associations with working memory related brain patterns in schizophrenia and healthy controls using linked independent component analysis
inferred← citeshttps://doi.org/10.1016/j.nicl.2019.101937openalex-snapshot
In search of multimodal brain alterations in Alzheimer's and Binswanger's disease
inferred← citeshttps://doi.org/10.1016/j.nicl.2022.103056openalex-snapshot
Multimodal data fusion of cortical-subcortical morphology and functional network connectivity in psychotic spectrum disorder
inferred← citeshttps://doi.org/10.1016/j.nicl.2023.103558openalex-snapshot
Brain connectivity networks underlying resting heart rate variability in acute ischemic stroke
inferred← citeshttps://doi.org/10.1016/j.pnpbp.2024.111199openalex-snapshot
A multimodal neuroimaging meta-analysis of functional and structural brain abnormalities in attention-deficit/hyperactivity disorder
inferred← citeshttps://doi.org/10.1016/j.pscychresns.2014.08.005openalex-snapshot
Prognostic classification of mild cognitive impairment and Alzheimer׳s disease: MRI independent component analysis
inferred← citeshttps://doi.org/10.1016/j.schres.2012.03.011openalex-snapshot
Multimodal analyses identify linked functional and white matter abnormalities within the working memory network in schizophrenia
inferred← citeshttps://doi.org/10.1016/j.schres.2012.07.017openalex-snapshot
Morphological and functional abnormalities of salience network in the early-stage of paranoid schizophrenia
inferred← citeshttps://doi.org/10.1016/j.schres.2013.09.016openalex-snapshot
State-related functional integration and functional segregation brain networks in schizophrenia
inferred← citeshttps://doi.org/10.1016/j.schres.2021.12.029openalex-snapshot
Joint structural-functional magnetic resonance imaging features are associated with diagnosis and real-world functioning in patients with schizophrenia
inferred← citeshttps://doi.org/10.1016/j.wneu.2019.01.159openalex-snapshot
The Artery of Aphasia, A Uniquely Sensitive Posterior Temporal Middle Cerebral Artery Branch that Supplies Language Areas in the Brain: Anatomy and Report of Four Cases
inferred← citeshttps://doi.org/10.1017/cbo9780511642197.020openalex-snapshot
Neuroimaging
inferred← citeshttps://doi.org/10.1017/cbo9780511782091.003openalex-snapshot
Functional imaging of schizophrenia
inferred← citeshttps://doi.org/10.1017/s0033291722002392openalex-snapshot
Functional and structural brain differences in bipolar disorder: a multimodal meta-analysis of neuroimaging studies
inferred← citeshttps://doi.org/10.1017/s1355617715000314openalex-snapshot
Fusing Functional MRI and Diffusion Tensor Imaging Measures of Brain Function and Structure to Predict Working Memory and Processing Speed Performance among Inter-episode Bipolar Patients
inferred← citeshttps://doi.org/10.1038/mp.2009.146openalex-snapshot
Medial prefrontal cortex pathology in schizophrenia as revealed by convergent findings from multimodal imaging
inferred← citeshttps://doi.org/10.1038/s41598-017-02304-zopenalex-snapshot
Brain Structural Networks Associated with Intelligence and Visuomotor Ability
inferred← citeshttps://doi.org/10.1038/s41598-022-06509-9openalex-snapshot
Functional brain connectomes reflect acute and chronic cannabis use
inferred← citeshttps://doi.org/10.1038/s42003-021-01832-9openalex-snapshot
Brain pathology recapitulates physiology: A network meta-analysis
inferred← citeshttps://doi.org/10.1073/pnas.1012651108openalex-snapshot
Longitudinal evidence for diminished frontal cortex function in aging
inferred← citeshttps://doi.org/10.1080/24725579.2017.1403520openalex-snapshot
A clinical decision support system using multi-modality imaging data for disease diagnosis
inferred← citeshttps://doi.org/10.1089/brain.2018.0654openalex-snapshot
New Graph-Theoretical-Multimodal Approach Using Temporal and Structural Correlations Reveals Disruption in the Thalamo-Cortical Network in Patients with Schizophrenia
inferred← citeshttps://doi.org/10.1089/neu.2014.3721openalex-snapshot
Neuroimaging Biomarkers of a History of Concussion Observed in Asymptomatic Young Athletes
inferred← citeshttps://doi.org/10.1093/acprof:oso/9780195372731.003.0011openalex-snapshot
3.4 Fusion of EEG and fMRI by Parallel Group ICA
inferred← citeshttps://doi.org/10.1093/brain/awv022openalex-snapshot
Therapy-induced brain reorganization patterns in aphasia
inferred← citeshttps://doi.org/10.1093/oxfordhb/9780195366877.013.0019openalex-snapshot
Functional Imaging in Clinical Assessment? The Rise of Neurodiagnostics with fMRI
inferred← citeshttps://doi.org/10.1093/psyrad/kkad026openalex-snapshot
Data-driven multimodal fusion: approaches and applications in psychiatric research
inferred← citeshttps://doi.org/10.1093/schbul/sbn133openalex-snapshot
Auditory Oddball Deficits in Schizophrenia: An Independent Component Analysis of the fMRI Multisite Function BIRN Study
inferred← citeshttps://doi.org/10.1093/schbul/sby045openalex-snapshot
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population
inferred← citeshttps://doi.org/10.1097/01.yco.0000245750.98749.1bopenalex-snapshot
Conceptual issues in psychiatric neuroimaging
inferred← citeshttps://doi.org/10.1101/2021.03.08.434333openalex-snapshot
Spatial patterns in functional brain connectomes reflect acute and chronic cannabis use
inferred← citeshttps://doi.org/10.1101/2023.07.05.547840openalex-snapshot
Alterations in grey matter structure linked to frequency-specific cortico-subcortical connectivity in schizophrenia via multimodal data fusion
inferred← citeshttps://doi.org/10.1101/2025.06.02.657541openalex-snapshot
Cortico–thalamo–cerebellar circuit disruptions underlying cognitive deficits in schizophrenia: a multi-cohort multidomain fusion study
inferred← citeshttps://doi.org/10.1109/access.2020.3016734openalex-snapshot
Exploring the Structural and Strategic Bases of Autism Spectrum Disorders With Deep Learning
inferred← citeshttps://doi.org/10.1109/aciiw59127.2023.10388154openalex-snapshot
MDE - Multimodal Data Explorer for Flexible Visualization of Multiple Data Streams
inferred← citeshttps://doi.org/10.1109/acssc.2010.5757759openalex-snapshot
Multiblock PLS model for group corticomuscular activity analysis in Parkinson disease
inferred← citeshttps://doi.org/10.1109/bibe.2017.00-87openalex-snapshot
A Comparative Survey on Simultaneous EEG-fMRI Methodologies
inferred← citeshttps://doi.org/10.1109/cipae60493.2023.00141openalex-snapshot
Enhancing Performance of Linked Independent Component Analysis: Investigating the Influence of Subjects and Modalities
inferred← citeshttps://doi.org/10.1109/ciss.2016.7460488openalex-snapshot
Privacy-preserving source separation for distributed data using independent component analysis
inferred← citeshttps://doi.org/10.1109/embc.2012.6346519openalex-snapshot
Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia
inferred← citeshttps://doi.org/10.1109/embc.2014.6944891openalex-snapshot
Fusion of structural and functional cardiac magnetic resonance imaging data for studying Ventricular Fibrillation
inferred← citeshttps://doi.org/10.1109/icassp.2008.4517679openalex-snapshot
A constrained coefficient ica algorithm for group difference enhancement
inferred← citeshttps://doi.org/10.1109/icassp.2009.4959601openalex-snapshot
Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis
inferred← citeshttps://doi.org/10.1109/icassp.2017.7953339openalex-snapshot
A deep-learning approach to translate between brain structure and functional connectivity
inferred← citeshttps://doi.org/10.1109/icbme.2012.6519682openalex-snapshot
Feature-based approach to fuse fMRI and DTI in epilepsy using joint independent component analysis
inferred← citeshttps://doi.org/10.1109/iccke.2017.8167925openalex-snapshot
Characterization of schizophrenia by linear kernel canonical correlation analysis of resting-state functional MRI and structural MRI
inferred← citeshttps://doi.org/10.1109/icias.2012.6306099openalex-snapshot
Comparison of independent component analysis algorithms for EEG-fMRI data fusion
inferred← citeshttps://doi.org/10.1109/icmlc.2007.4370765openalex-snapshot
An Optimal ICA Algorithm Applied to fMRI DATA
inferred← citeshttps://doi.org/10.1109/icnc.2013.6817947openalex-snapshot
Independent component analysis-based multimodal classification of Alzheimer's disease versus healthy controls
inferred← citeshttps://doi.org/10.1109/iembs.2006.259810openalex-snapshot
A feature-based approach to combine functional MRI, structural MRI and EEG brain imaging data
inferred← citeshttps://doi.org/10.1109/iih-msp.2006.265124openalex-snapshot
An Optimal Independent Component Analysis Approach for Functional Magnetic Resonance Imaging Data
inferred← citeshttps://doi.org/10.1109/iih-msp.2006.55openalex-snapshot
An Optimal Independent Component Analysis Approach for Functional Magnetic Resonance Imaging Data
inferred← citeshttps://doi.org/10.1109/iraniancee.2014.6999848openalex-snapshot
A feature-based fusion method for making group inference in epileptic fMRI and DTI using canonical correlation analysis
inferred← citeshttps://doi.org/10.1109/iscas.2008.4541673openalex-snapshot
Group learning using contrast NMF : Application to functional and structural MRI of schizophrenia
inferred← citeshttps://doi.org/10.1109/jproc.2015.2461601openalex-snapshot
Multimodal Data Fusion Using Source Separation: Application to Medical Imaging
inferred← citeshttps://doi.org/10.1109/jsen.2013.2261294openalex-snapshot
An Innovative Strategy for Correctly Interpreting Simultaneous Acquisition of EEG Signals and FMRI Images
inferred← citeshttps://doi.org/10.1109/jstsp.2008.2006718openalex-snapshot
Multimodal and Multi-Tissue Measures of Connectivity Revealed by Joint Independent Component Analysis
inferred← citeshttps://doi.org/10.1109/jstsp.2008.2008265openalex-snapshot
Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia
inferred← citeshttps://doi.org/10.1109/jstsp.2018.2877842openalex-snapshot
Distributed Differentially Private Algorithms for Matrix and Tensor Factorization
inferred← citeshttps://doi.org/10.1109/mlsp.2006.275582openalex-snapshot
Independent Component Analysis of Simulated 2D Electrophoresis Gels
inferred← citeshttps://doi.org/10.1109/mlsp.2007.4414298openalex-snapshot
Identification of Multimodal MRI and EEG Biomarkers using Joint-ICA and Divergence Criteria
inferred← citeshttps://doi.org/10.1109/mlsp.2015.7324344openalex-snapshot
Large scale collaboration with autonomy: Decentralized data ICA
inferred← citeshttps://doi.org/10.1109/msp.2010.936725openalex-snapshot
Canonical Correlation Analysis for Data Fusion and Group Inferences
inferred← citeshttps://doi.org/10.1109/prni.2012.35openalex-snapshot
Joint Sparse Representation of Brain Activity Patterns Related to Perceptual and Cognitive Components of a Speech Comprehension Task
inferred← citeshttps://doi.org/10.1109/ssiai.2016.7459160openalex-snapshot
Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach
inferred← citeshttps://doi.org/10.1109/tbme.2015.2404300openalex-snapshot
Ultrasound-Based Characterization of Prostate Cancer Using Joint Independent Component Analysis
inferred← citeshttps://doi.org/10.1109/tbme.2020.2964724openalex-snapshot
Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia
inferred← citeshttps://doi.org/10.1109/titb.2008.923773openalex-snapshot
Feature-Based Fusion of Medical Imaging Data
inferred← citeshttps://doi.org/10.1109/tmi.2014.2340816openalex-snapshot
Joint Sparse Representation of Brain Activity Patterns in Multi-Task fMRI Data
inferred← citeshttps://doi.org/10.1109/tmi.2016.2593900openalex-snapshot
Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection
inferred← citeshttps://doi.org/10.1109/tmi.2017.2678483openalex-snapshot
Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia
inferred← citeshttps://doi.org/10.1109/tsp.2021.3126546openalex-snapshot
A Correlated Noise-Assisted Decentralized Differentially Private Estimation Protocol, and its Application to fMRI Source Separation
inferred← citeshttps://doi.org/10.1111/epi.17538openalex-snapshot
Concordance between focal brain temperature elevations and focal edema in temporal lobe epilepsy
inferred← citeshttps://doi.org/10.1111/j.1600-0447.2007.01002.xopenalex-snapshot
Characterizing anterior cingulate activation in chronic schizophrenia: a group and single‐subject fMRI study
inferred← citeshttps://doi.org/10.1111/j.1601-5215.2010.00467.xopenalex-snapshot
Aberrant processing of deviant stimuli in schizophrenia revealed by fusion of fMRI and EEG data
inferred← citeshttps://doi.org/10.1111/jon.12178openalex-snapshot
Structural Connectivity Changes Underlying Altered Working Memory Networks in Mild Cognitive Impairment: A Three‐Way Image Fusion Analysis
inferred← citeshttps://doi.org/10.1111/nmo.14078openalex-snapshot
Exploring joint patterns of brain structure and function in inflammatory bowel diseases using multimodal data fusion
inferred← citeshttps://doi.org/10.1111/pcn.12912openalex-snapshot
Neural changes following cognitive remediation therapy for schizophrenia
inferred← citeshttps://doi.org/10.1117/12.2042692openalex-snapshot
Fast prostate segmentation for brachytherapy based on joint fusion of images and labels
inferred← citeshttps://doi.org/10.1148/radiol.12120010openalex-snapshot
Predicting Cognitive Decline in Subjects at Risk for Alzheimer Disease by Using Combined Cerebrospinal Fluid, MR Imaging, and PET Biomarkers
inferred← citeshttps://doi.org/10.1155/2011/129365openalex-snapshot
EEGIFT: Group Independent Component Analysis for Event-Related EEG Data
inferred← citeshttps://doi.org/10.1155/2016/7849526openalex-snapshot
A Correlative Classification Study of Schizophrenic Patients with Results of Clinical Evaluation and Structural Magnetic Resonance Images
inferred← citeshttps://doi.org/10.1155/2020/8060869openalex-snapshot
Enhanced Gray Matter Volume Compensates for Decreased Brain Activity in the Ocular Motor Area in Children with Anisometropic Amblyopia
inferred← citeshttps://doi.org/10.1162/imag.a.974openalex-snapshot
Multimodal fNIRS–EEG sensor fusion: Review of data-driven methods and perspective for naturalistic brain imaging
inferred← citeshttps://doi.org/10.1162/netn_a_00049openalex-snapshot
Mapping hybrid functional-structural connectivity traits in the human connectome
inferred← citeshttps://doi.org/10.1166/jmihi.2017.2185openalex-snapshot
An EEG-fMRI Fusion Analysis Based on Symmetric Techniques Using Dempster Shafer Theory
inferred← citeshttps://doi.org/10.1177/070674370705200304openalex-snapshot
Structural and Functional Magnetic Resonance Imaging in Psychiatric Disorders
inferred← citeshttps://doi.org/10.1186/s12877-020-01761-yopenalex-snapshot
Train the brain with music (TBM): brain plasticity and cognitive benefits induced by musical training in elderly people in Germany and Switzerland, a study protocol for an RCT comparing musical instrumental practice to sensitization to music
inferred← citeshttps://doi.org/10.1186/s12877-022-03678-0openalex-snapshot
Musical and psychomotor interventions for cognitive, sensorimotor, and cerebral decline in patients with Mild Cognitive Impairment (COPE): a study protocol for a multicentric randomized controlled study
inferred← citeshttps://doi.org/10.1186/s12906-024-04433-1openalex-snapshot
Cognitive enrichment through art: a randomized controlled trial on the effect of music or visual arts group practice on cognitive and brain development of young children
inferred← citeshttps://doi.org/10.1212/nxi.0000000000000681openalex-snapshot
Covarying patterns of white matter lesions and cortical atrophy predict progression in early MS
inferred← citeshttps://doi.org/10.1214/21-aoas1466openalex-snapshot
Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging
inferred← citeshttps://doi.org/10.12688/f1000research.12353.1openalex-snapshot
COINSTAC: Decentralizing the future of brain imaging analysis
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