Vince Calhoun
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American engineer and neuroscientist
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Why Is Vince Calhoun Influential?
(Suggest an Edit or Addition)According to Wikipedia, Vince Daniel Calhoun is an American engineer and neuroscientist. He directs the Tri-institutional Center for Translational Research in Neuroimaging and Data Science , a partnership between Georgia State University, Georgia Institute of Technology, and Emory University, and holds faculty appointments at all three institutions. He was formerly the President of the Mind Research Network and a Distinguished Professor of Electrical and Computer Engineering at the University of New Mexico.
Vince Calhoun's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A method for making group inferences from functional MRI data using independent component analysis (2001) (2621)
- Tracking whole-brain connectivity dynamics in the resting state. (2014) (2212)
- Dynamic functional connectivity: Promise, issues, and interpretations (2013) (2071)
- A Baseline for the Multivariate Comparison of Resting-State Networks (2011) (1146)
- Aberrant "default mode" functional connectivity in schizophrenia. (2007) (1089)
- The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery (2014) (1028)
- A review of group ICA for fMRI data and ICA for joint inference of imaging, genetic, and ERP data (2009) (1011)
- Selective changes of resting-state networks in individuals at risk for Alzheimer's disease (2007) (976)
- The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments (2016) (847)
- A method for functional network connectivity among spatially independent resting-state components in schizophrenia (2008) (838)
- Estimating the number of independent components for functional magnetic resonance imaging data (2007) (826)
- Dynamic functional connectivity analysis reveals transient states of dysconnectivity in schizophrenia (2014) (825)
- Subcortical brain volume abnormalities in 2028 individuals with schizophrenia and 2540 healthy controls via the ENIGMA consortium (2015) (810)
- Common genetic variants influence human subcortical brain structures (2015) (731)
- Spatial and temporal independent component analysis of functional MRI data containing a pair of task‐related waveforms (2001) (696)
- The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data (2014) (646)
- Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls (2017) (642)
- Alterations in Memory Networks in Mild Cognitive Impairment and Alzheimer's Disease: An Independent Component Analysis (2006) (638)
- Comparison of multi‐subject ICA methods for analysis of fMRI data (2011) (622)
- Abnormal functional connectivity of default mode sub-networks in autism spectrum disorder patients (2010) (612)
- Modulation of temporally coherent brain networks estimated using ICA at rest and during cognitive tasks (2008) (555)
- A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia (2010) (529)
- Deep learning for neuroimaging: a validation study (2013) (516)
- Prediction of human errors by maladaptive changes in event-related brain networks (2008) (468)
- Multisubject Independent Component Analysis of fMRI: A Decade of Intrinsic Networks, Default Mode, and Neurodiagnostic Discovery (2012) (459)
- Measuring brain connectivity: Diffusion tensor imaging validates resting state temporal correlations (2008) (455)
- Brain Connectivity Is Not Only Lower but Different in Schizophrenia: A Combined Anatomical and Functional Approach (2010) (440)
- Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group (2017) (423)
- An open science resource for establishing reliability and reproducibility in functional connectomics (2014) (357)
- The genetic architecture of the human cerebral cortex (2018) (355)
- Dynamic connectivity states estimated from resting fMRI Identify differences among Schizophrenia, bipolar disorder, and healthy control subjects (2014) (349)
- Cortical Brain Abnormalities in 4474 Individuals With Schizophrenia and 5098 Control Subjects via the Enhancing Neuro Imaging Genetics Through Meta Analysis (ENIGMA) Consortium (2018) (343)
- Temporal lobe and “default” hemodynamic brain modes discriminate between schizophrenia and bipolar disorder (2008) (331)
- A review of multivariate methods for multimodal fusion of brain imaging data (2012) (322)
- fMRI evidence that the neural basis of response inhibition is task-dependent. (2003) (316)
- Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness. (2016) (313)
- Joint Blind Source Separation by Multiset Canonical Correlation Analysis (2009) (310)
- Unmixing fMRI with independent component analysis (2006) (306)
- fMRI Activation in a Visual-Perception Task: Network of Areas Detected Using the General Linear Model and Independent Components Analysis (2001) (302)
- Source‐based morphometry: The use of independent component analysis to identify gray matter differences with application to schizophrenia (2009) (298)
- Different activation dynamics in multiple neural systems during simulated driving (2002) (267)
- Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia (2016) (265)
- Questions and controversies in the study of time-varying functional connectivity in resting fMRI (2020) (264)
- Voxel-based morphometry versus region of interest: a comparison of two methods for analyzing gray matter differences in schizophrenia (2005) (264)
- Functional Brain Networks in Schizophrenia: A Review (2009) (260)
- Classification of schizophrenia and bipolar patients using static and dynamic resting-state fMRI brain connectivity (2016) (256)
- Changes in the interaction of resting‐state neural networks from adolescence to adulthood (2009) (254)
- An adaptive reflexive processing model of neurocognitive function: supporting evidence from a large scale (n = 100) fMRI study of an auditory oddball task (2005) (252)
- Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA (2009) (244)
- Canonical Correlation Analysis for Data Fusion and Group Inferences (2010) (242)
- Dysregulation of working memory and default‐mode networks in schizophrenia using independent component analysis, an fBIRN and MCIC study (2009) (242)
- Differences in Resting-State Functional Magnetic Resonance Imaging Functional Network Connectivity Between Schizophrenia and Psychotic Bipolar Probands and Their Unaffected First-Degree Relatives (2012) (239)
- Novel genetic loci associated with hippocampal volume (2017) (238)
- A Study of the Influence of Sex on Genome Wide Methylation (2010) (237)
- Predicting cognitive decline in subjects at risk for Alzheimer disease by using combined cerebrospinal fluid, MR imaging, and PET biomarkers. (2013) (236)
- TDCS guided using fMRI significantly accelerates learning to identify concealed objects (2012) (233)
- Functional neural networks underlying response inhibition in adolescents and adults (2007) (233)
- Correspondence of DNA Methylation Between Blood and Brain Tissue and Its Application to Schizophrenia Research. (2016) (230)
- Method for multimodal analysis of independent source differences in schizophrenia: Combining gray matter structural and auditory oddball functional data (2006) (228)
- Brain charts for the human lifespan (2021) (224)
- Mind over chatter: Plastic up-regulation of the fMRI salience network directly after EEG neurofeedback (2013) (220)
- Neuroprediction of future rearrest (2013) (216)
- Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model (2011) (216)
- ICA of functional MRI data: an overview. (2003) (211)
- Exploring the Psychosis Functional Connectome: Aberrant Intrinsic Networks in Schizophrenia and Bipolar Disorder (2012) (206)
- Relationship of Resting Brain Hyperconnectivity and Schizophrenia-like Symptoms Produced by the NMDA receptor Antagonist Ketamine in Humans (2012) (206)
- Capturing inter-subject variability with group independent component analysis of fMRI data: A simulation study (2012) (203)
- Function biomedical informatics research network recommendations for prospective multicenter functional MRI studies (2012) (202)
- Feature-Based Fusion of Medical Imaging Data (2009) (202)
- Is Aberrant Functional Connectivity A Psychosis Endophenotype? A Resting State Functional Magnetic Resonance Imaging Study (2013) (201)
- Multivariate analysis reveals genetic associations of the resting default mode network in psychotic bipolar disorder and schizophrenia (2014) (200)
- Assessing dynamic brain graphs of time-varying connectivity in fMRI data: Application to healthy controls and patients with schizophrenia (2015) (198)
- Long-term effects of marijuana use on the brain (2014) (198)
- fMRI analysis with the general linear model: removal of latency-induced amplitude bias by incorporation of hemodynamic derivative terms (2004) (195)
- Aberrant paralimbic gray matter in criminal psychopathy. (2012) (194)
- Novel genetic loci underlying human intracranial volume identified through genome-wide association (2016) (192)
- Alcohol Intoxication Effects on Simulated Driving: Exploring Alcohol-Dose Effects on Brain Activation Using Functional MRI (2004) (192)
- Advancing functional connectivity research from association to causation (2019) (190)
- Performance of blind source separation algorithms for fMRI analysis using a group ICA method. (2007) (187)
- Neuronal chronometry of target detection: Fusion of hemodynamic and event-related potential data (2005) (184)
- Classification and Prediction of Brain Disorders Using Functional Connectivity: Promising but Challenging (2018) (184)
- A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia (2010) (182)
- Patterns of Gray Matter Abnormalities in Schizophrenia Based on an International Mega-analysis. (2015) (180)
- EEG Signatures of Dynamic Functional Network Connectivity States (2017) (178)
- Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering (2011) (176)
- SimTB, a simulation toolbox for fMRI data under a model of spatiotemporal separability (2012) (175)
- A method for comparing group fMRI data using independent component analysis: application to visual, motor and visuomotor tasks. (2004) (175)
- Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach (2016) (173)
- COINS: An Innovative Informatics and Neuroimaging Tool Suite Built for Large Heterogeneous Datasets (2011) (171)
- Dynamic functional connectivity of neurocognitive networks in children (2017) (171)
- Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis (2014) (165)
- Age-Related Changes in Processing Speed: Unique Contributions of Cerebellar and Prefrontal Cortex (2010) (163)
- Semi-blind ICA of fMRI: A method for utilizing hypothesis-derived time courses in a spatial ICA analysis (2004) (162)
- Hippocampal structural and functional changes associated with electroconvulsive therapy response (2014) (162)
- Correspondence between structure and function in the human brain at rest (2012) (159)
- The impact of T1 versus EPI spatial normalization templates for fMRI data analyses (2017) (158)
- Higher Dimensional Meta-State Analysis Reveals Reduced Resting fMRI Connectivity Dynamism in Schizophrenia Patients (2016) (158)
- A method for multitask fMRI data fusion applied to schizophrenia (2006) (156)
- Machine learning in major depression: From classification to treatment outcome prediction (2018) (155)
- Associations of cortical thickness and cognition in patients with schizophrenia and healthy controls. (2012) (154)
- Auditory oddball deficits in schizophrenia: an independent component analysis of the fMRI multisite function BIRN study. (2009) (154)
- The MCIC Collection: A Shared Repository of Multi-Modal, Multi-Site Brain Image Data from a Clinical Investigation of Schizophrenia (2013) (153)
- Independent component analysis of fMRI data in the complex domain (2002) (153)
- Lateralization of resting state networks and relationship to age and gender (2015) (151)
- In Search of Multimodal Neuroimaging Biomarkers of Cognitive Deficits in Schizophrenia (2015) (150)
- Genetic architecture of subcortical brain structures in 38,851 individuals (2019) (148)
- Replicability of time-varying connectivity patterns in large resting state fMRI samples (2017) (144)
- Plastic modulation of PTSD resting‐state networks and subjective wellbeing by EEG neurofeedback (2014) (144)
- Information flow between interacting human brains: Identification, validation, and relationship to social expertise (2015) (143)
- Dynamic coherence analysis of resting fMRI data to jointly capture state-based phase, frequency, and time-domain information (2015) (142)
- Neural mechanisms of decision making in hoarding disorder. (2012) (140)
- A multi-site resting state fMRI study on the amplitude of low frequency fluctuations in schizophrenia (2013) (140)
- Functional neural circuits for mental timekeeping (2007) (140)
- Classification of schizophrenia patients based on resting-state functional network connectivity (2013) (139)
- Save the Global: Global Signal Connectivity as a Tool for Studying Clinical Populations with Functional Magnetic Resonance Imaging (2014) (139)
- Altered Topological Properties of Functional Network Connectivity in Schizophrenia during Resting State: A Small-World Brain Network Study (2011) (138)
- Erratum: Subcortical brain volume abnormalities in 2028 individuals with schizophrenia and 2540 healthy controls via the ENIGMA consortium (Molecular Psychiatry (2015) DOI:10.1038/mp.2015.63) (2016) (136)
- Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia (2017) (135)
- The Impact of NMDA Receptor Blockade on Human Working Memory-Related Prefrontal Function and Connectivity (2013) (135)
- Function–structure associations of the brain: Evidence from multimodal connectivity and covariance studies (2014) (135)
- Electroconvulsive Therapy Response in Major Depressive Disorder: A Pilot Functional Network Connectivity Resting State fMRI Investigation (2013) (134)
- Resting state and task‐induced deactivation: A methodological comparison in patients with schizophrenia and healthy controls (2009) (133)
- A Functional Magnetic Resonance Imaging Study of Working Memory Abnormalities in Schizophrenia (2006) (131)
- Semiblind spatial ICA of fMRI using spatial constraints (2009) (131)
- Thalamus and posterior temporal lobe show greater inter-network connectivity at rest and across sensory paradigms in schizophrenia (2014) (130)
- Investigation of relationships between fMRI brain networks in the spectral domain using ICA and Granger causality reveals distinct differences between schizophrenia patients and healthy controls (2009) (130)
- Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks (2014) (130)
- Dynamic functional network connectivity reveals unique and overlapping profiles of insula subdivisions (2016) (129)
- Imaging Genetics and Genomics in Psychiatry: A Critical Review of Progress and Potential (2017) (128)
- Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI (2010) (128)
- Diffusion tensor imaging in schizophrenia: Relationship to symptoms (2008) (128)
- Joint independent component analysis for simultaneous EEG-fMRI: principle and simulation. (2008) (125)
- Brain connectivity networks in schizophrenia underlying resting state functional magnetic resonance imaging. (2012) (125)
- A large scale multivariate parallel ICA method reveals novel imaging–genetic relationships for Alzheimer's disease in the ADNI cohort (2012) (125)
- Global white matter abnormalities in schizophrenia: a multisite diffusion tensor imaging study. (2011) (124)
- Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia (2008) (122)
- Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises (2020) (122)
- Interrater and intermethod reliability of default mode network selection (2009) (122)
- An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques (2009) (122)
- Voxel-based morphometric multisite collaborative study on schizophrenia. (2009) (121)
- Evidence for Anomalous Network Connectivity during Working Memory Encoding in Schizophrenia: An ICA Based Analysis (2009) (121)
- Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex (2016) (120)
- Unmixing concurrent EEG-fMRI with parallel independent component analysis. (2008) (120)
- Correspondence between fMRI and SNP data by group sparse canonical correlation analysis (2014) (119)
- Methylation patterns in whole blood correlate with symptoms in schizophrenia patients. (2014) (118)
- Impairment of Working Memory Maintenance and Response in Schizophrenia: Functional Magnetic Resonance Imaging Evidence (2008) (117)
- Dynamic Granger causality based on Kalman filter for evaluation of functional network connectivity in fMRI data (2010) (116)
- Reactivity of hemodynamic responses and functional connectivity to different states of alpha synchrony: A concurrent EEG-fMRI study (2010) (116)
- Premotor functional connectivity predicts impulsivity in juvenile offenders (2011) (115)
- Comparison of blind source separation algorithms for FMRI using a new Matlab toolbox: GIFT (2005) (115)
- The Rich Get Richer: Brain Injury Elicits Hyperconnectivity in Core Subnetworks (2014) (113)
- Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia (2013) (113)
- NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders (2020) (112)
- Distinct intrinsic network connectivity patterns of post‐traumatic stress disorder symptom clusters (2015) (111)
- Potential Impact of miR-137 and Its Targets in Schizophrenia (2013) (110)
- Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis (2017) (109)
- EEGIFT: Group Independent Component Analysis for Event-Related EEG Data (2011) (109)
- A review of multivariate analyses in imaging genetics (2014) (109)
- Tuning in to the voices: a multisite FMRI study of auditory hallucinations. (2009) (109)
- A Review of Challenges in the Use of fMRI for Disease Classification / Characterization and A Projection Pursuit Application from A Multi-site fMRI Schizophrenia Study (2008) (109)
- Brain network dynamics during error commission (2009) (109)
- A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders (2015) (108)
- Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence (2011) (108)
- High Classification Accuracy for Schizophrenia with Rest and Task fMRI Data (2012) (104)
- Baseline effects of transcranial direct current stimulation on glutamatergic neurotransmission and large-scale network connectivity (2015) (104)
- Resting-State Functional Connectivity Differences in Premature Children (2010) (104)
- Aberrant paralimbic gray matter in incarcerated male adolescents with psychopathic traits. (2013) (104)
- Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion (2018) (103)
- Data Visualization in the Neurosciences: Overcoming the Curse of Dimensionality (2012) (102)
- A large scale (N =400) investigation of gray matter differences in schizophrenia using optimized voxel-based morphometry (2008) (101)
- The Function Biomedical Informatics Research Network Data Repository (2016) (101)
- Aberrant localization of synchronous hemodynamic activity in auditory cortex reliably characterizes schizophrenia (2004) (100)
- fMRI evidence for multisensory recruitment associated with rapid eye movements during sleep (2009) (100)
- Artifact removal in the context of group ICA: A comparison of single‐subject and group approaches (2016) (100)
- Functional network connectivity during rest and task conditions: A comparative study (2013) (100)
- Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA (2013) (99)
- Multimodal Neuroimaging in Schizophrenia: Description and Dissemination (2017) (99)
- Hemispheric differences in hemodynamics elicited by auditory oddball stimuli (2005) (99)
- Altered static and dynamic functional network connectivity in Alzheimer's disease and subcortical ischemic vascular disease: shared and specific brain connectivity abnormalities (2019) (99)
- Chronnectomic patterns and neural flexibility underlie executive function (2017) (98)
- A projection pursuit algorithm to classify individuals using fMRI data: Application to schizophrenia (2008) (96)
- Prefrontal cortical thinning links to negative symptoms in schizophrenia via the ENIGMA consortium (2017) (96)
- Mining EEG-fMRI using independent component analysis. (2009) (96)
- Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder (2018) (96)
- A CCA+ICA based model for multi-task brain imaging data fusion and its application to schizophrenia (2010) (95)
- Resting State Electroencephalogram Oscillatory Abnormalities in Schizophrenia and Psychotic Bipolar Patients and Their Relatives from the Bipolar and Schizophrenia Network on Intermediate Phenotypes Study (2014) (92)
- MTHFR 677C → T genotype disrupts prefrontal function in schizophrenia through an interaction with COMT 158Val → Met (2008) (92)
- Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data (2019) (92)
- Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data (2010) (91)
- Machine learning of brain gray matter differentiates sex in a large forensic sample (2018) (91)
- A large scale (N =102) functional neuroimaging study of response inhibition in a Go/NoGo task (2013) (91)
- Alterations in default mode network connectivity during pain processing in borderline personality disorder. (2012) (91)
- A selective review of simulated driving studies: Combining naturalistic and hybrid paradigms, analysis approaches, and future directions (2012) (90)
- Presurgical brain mapping of the language network in patients with brain tumors using resting‐state fMRI: Comparison with task fMRI (2016) (90)
- Exploration of scanning effects in multi-site structural MRI studies (2014) (90)
- Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders. (2020) (89)
- Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks (2017) (89)
- Frequency-Specific Neural Signatures of Spontaneous Low-Frequency Resting State Fluctuations in Psychosis: Evidence From Bipolar-Schizophrenia Network on Intermediate Phenotypes (B-SNIP) Consortium. (2015) (89)
- Functional MRI study of a serial reaction time task in Huntington's disease (2004) (88)
- Resting-state functional network connectivity in prefrontal regions differs between unmedicated patients with bipolar and major depressive disorders. (2016) (88)
- Abnormal thalamocortical network dynamics in migraine (2019) (87)
- Detection of Mild Traumatic Brain Injury by Machine Learning Classification Using Resting State Functional Network Connectivity and Fractional Anisotropy. (2017) (87)
- Reduced left executive control network functional connectivity is associated with alcohol use disorders. (2014) (86)
- Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results (2001) (86)
- Group sparse canonical correlation analysis for genomic data integration (2013) (86)
- Impact of autocorrelation on functional connectivity (2014) (84)
- Subcortical brain volume abnormalities in 2028 individuals with schizophrenia and 2540 healthy controls via the ENIGMA consortium. (2016) (84)
- Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years (2021) (84)
- Multimodal Data Fusion Using Source Separation: Application to Medical Imaging (2015) (84)
- Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder (2017) (84)
- Visual hallucinations are associated with hyperconnectivity between the amygdala and visual cortex in people with a diagnosis of schizophrenia. (2015) (83)
- Latency (in)sensitive ICA Group independent component analysis of fMRI data in the temporal frequency domain (2003) (83)
- Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data (2017) (83)
- The COMT Val108/158Met polymorphism and medial temporal lobe volumetry in patients with schizophrenia and healthy adults (2009) (81)
- Resting state connectivity differences in eyes open versus eyes closed conditions (2019) (81)
- Object Activation from Features in the Semantic System (2002) (81)
- Spatial ICA reveals functional activity hidden from traditional fMRI GLM-based analyses (2013) (81)
- Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements (2008) (80)
- Alcohol dose effects on brain circuits during simulated driving: An fMRI study (2009) (79)
- Group-level component analyses of EEG: validation and evaluation (2015) (79)
- Disrupted correlation between low frequency power and connectivity strength of resting state brain networks in schizophrenia (2013) (78)
- Reduced executive and default network functional connectivity in cigarette smokers (2015) (78)
- Neural correlates of the object-recall process in semantic memory (2006) (77)
- Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data (2015) (77)
- Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism (2019) (77)
- Changes in intrinsic functional brain networks following blast-induced mild traumatic brain injury (2012) (77)
- An introductory review of parallel independent component analysis (p-ICA) and a guide to applying p-ICA to genetic data and imaging phenotypes to identify disease-associated biological pathways and systems in common complex disorders (2015) (77)
- Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning (2021) (76)
- Disruption to control network function correlates with altered dynamic connectivity in the wider autism spectrum (2017) (76)
- Ten Key Observations on the Analysis of Resting-state Functional MR Imaging Data Using Independent Component Analysis. (2017) (75)
- Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder (2018) (75)
- Components of Cross-Frequency Modulation in Health and Disease (2011) (75)
- Functional imaging of cognitive control during acute alcohol intoxication. (2011) (74)
- Functional brain networks associated with cognitive control, cocaine dependence, and treatment outcome. (2013) (73)
- Modular Organization of Functional Network Connectivity in Healthy Controls and Patients with Schizophrenia during the Resting State (2011) (73)
- Altered Small-World Brain Networks in Schizophrenia Patients during Working Memory Performance (2012) (73)
- Joint source based morphometry identifies linked gray and white matter group differences (2009) (73)
- Characterization of groups using composite kernels and multi-source fMRI analysis data: Application to schizophrenia (2011) (73)
- Working memory circuitry in schizophrenia shows widespread cortical inefficiency and compensation (2010) (72)
- A fast algorithm for one-unit ICA-R (2007) (72)
- Alcohol intoxication effects on visual perception: An fMRI study (2004) (71)
- Alterations of resting state functional network connectivity in the brain of nicotine and alcohol users (2017) (71)
- Functional connectivity in the developing brain: A longitudinal study from 4 to 9months of age (2014) (71)
- Schizophrenia miR-137 Locus Risk Genotype Is Associated with Dorsolateral Prefrontal Cortex Hyperactivation (2014) (70)
- COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data (2016) (70)
- Cumulative genetic risk and prefrontal activity in patients with schizophrenia. (2013) (70)
- Towards a brain‐based predictome of mental illness (2020) (70)
- fMRI Hippocampal Activity During a VirtualRadial Arm Maze (2005) (70)
- Resting-state thalamic dysconnectivity in schizophrenia and relationships with symptoms (2018) (70)
- Abnormal Object Recall and Anterior Cingulate Overactivation Correlate with Formal Thought Disorder in Schizophrenia (2006) (70)
- Multimodal Data Fusion Using Source Separation: Two Effective Models Based on ICA and IVA and Their Properties (2015) (69)
- Intrinsic limbic and paralimbic networks are associated with criminal psychopathy (2013) (69)
- Positive symptoms associate with cortical thinning in the superior temporal gyrus via the ENIGMA Schizophrenia consortium (2017) (69)
- Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores (2019) (69)
- Deep residual learning for neuroimaging: An application to predict progression to Alzheimer’s disease (2018) (68)
- Altered Small-World Brain Networks in Temporal Lobe in Patients with Schizophrenia Performing an Auditory Oddball Task (2011) (68)
- Time-Varying Brain Connectivity in fMRI Data: Whole-brain data-driven approaches for capturing and characterizing dynamic states (2016) (68)
- Multimodal Classification of Schizophrenia Patients with MEG and fMRI Data Using Static and Dynamic Connectivity Measures (2016) (68)
- Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance. (2016) (68)
- Paralimbic Gray Matter Reductions in Incarcerated Adolescent Females with Psychopathic Traits (2014) (68)
- Age-related cognitive gains are mediated by the effects of white matter development on brain network integration (2009) (67)
- Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia (2018) (67)
- Changing brain connectivity dynamics: From early childhood to adulthood (2018) (67)
- SchizConnect: Mediating neuroimaging databases on schizophrenia and related disorders for large-scale integration (2016) (67)
- Anomalous neural circuit function in schizophrenia during a virtual Morris water task (2010) (67)
- Group ICA for identifying biomarkers in schizophrenia: ‘Adaptive’ networks via spatially constrained ICA show more sensitivity to group differences than spatio-temporal regression (2018) (66)
- Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships (2019) (66)
- Reliability of the amplitude of low-frequency fluctuations in resting state fMRI in chronic schizophrenia (2012) (66)
- Bipolar and borderline patients display differential patterns of functional connectivity among resting state networks (2014) (66)
- Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? (2020) (66)
- Joint ICA of ERP and fMRI during error-monitoring (2012) (65)
- Lateral differences in the default mode network in healthy controls and patients with schizophrenia (2010) (65)
- Psychiatry Research: Neuroimaging (2015) (65)
- Preserving subject variability in group fMRI analysis: performance evaluation of GICA vs. IVA (2014) (65)
- Connectome-based individualized prediction of temperament trait scores (2018) (65)
- Object Activation in Semantic Memory from Visual Multimodal Feature Input (2002) (64)
- Co-altered functional networks and brain structure in unmedicated patients with bipolar and major depressive disorders (2017) (64)
- Relating Intrinsic Low-Frequency BOLD Cortical Oscillations to Cognition in Schizophrenia (2015) (64)
- Brain structure and function correlates of cognitive subtypes in schizophrenia (2015) (64)
- Mutually temporally independent connectivity patterns: A new framework to study the dynamics of brain connectivity at rest with application to explain group difference based on gender (2015) (63)
- Dynamic functional connectivity in schizophrenia and autism spectrum disorder: Convergence, divergence and classification (2019) (63)
- Dynamic functional network connectivity discriminates mild traumatic brain injury through machine learning (2018) (63)
- Aberrant Functional Whole-Brain Network Architecture in Patients With Schizophrenia: A Meta-analysis. (2016) (63)
- Regional cerebellar volume and cognitive function from adolescence to late middle age (2015) (63)
- Independent component analysis by complex nonlinearities (2004) (63)
- Task-related concurrent but opposite modulations of overlapping functional networks as revealed by spatial ICA (2013) (62)
- Joint sparse canonical correlation analysis for detecting differential imaging genetics modules (2016) (61)
- Independent Component Analysis for Brain fMRI Does Indeed Select for Maximal Independence (2013) (61)
- Neuroimaging measures of error-processing: Extracting reliable signals from event-related potentials and functional magnetic resonance imaging (2016) (61)
- Changes in fMRI magnitude data and phase data observed in block-design and event-related tasks (2010) (61)
- Mindfulness and dynamic functional neural connectivity in children and adolescents (2017) (61)
- Effects of alcohol on performance on a distraction task during simulated driving. (2009) (60)
- MB-COMT promoter DNA methylation is associated with working-memory processing in schizophrenia patients and healthy controls (2014) (60)
- A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia (2014) (60)
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- Tensor-based fusion of EEG and FMRI to understand neurological changes in schizophrenia (2016) (35)
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- Tools of the trade: estimating time-varying connectivity patterns from fMRI data (2020) (34)
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- Spatiospectral Decomposition of Multi-subject EEG: Evaluating Blind Source Separation Algorithms on Real and Realistic Simulated Data (2016) (34)
- Psychopathic traits modulate brain responses to drug cues in incarcerated offenders (2014) (34)
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- Modality-Dependent Impact of Hallucinations on Low-Frequency Fluctuations in Schizophrenia (2016) (33)
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- A Feature-Selective Independent Component Analysis Method for Functional MRI (2007) (32)
- Mentalizing in male schizophrenia patients is compromised by virtue of dysfunctional connectivity between task-positive and task-negative networks (2012) (32)
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- Partially restored resting-state functional connectivity in women recovered from anorexia nervosa. (2016) (31)
- On ICA of complex-valued fMRI: Advantages and order selection (2008) (31)
- Connectivity‐based whole brain dual parcellation by group ICA reveals tract structures and decreased connectivity in schizophrenia (2015) (31)
- Two pitfalls of BOLD fMRI magnitude-based neuroimage analysis: Non-negativity and edge effect (2011) (31)
- Harnessing modern web application technology to create intuitive and efficient data visualization and sharing tools (2014) (31)
- Alterations of frontal-temporal gray matter volume associate with clinical measures of older adults with COVID-19 (2021) (31)
- Schizophrenia Shows Disrupted Links between Brain Volume and Dynamic Functional Connectivity (2017) (31)
- Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population (2019) (31)
- Meta gene set enrichment analyses link miR-137-regulated pathways with schizophrenia risk (2015) (31)
- A pilot study on commonality and specificity of copy number variants in schizophrenia and bipolar disorder (2016) (31)
- An average sliding window correlation method for dynamic functional connectivity (2019) (31)
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- Correction: Independent Component Analysis for Brain fMRI Does Indeed Select for Maximal Independence (2013) (30)
- The real-time fMRI neurofeedback based stratification of Default Network Regulation Neuroimaging data repository (2016) (30)
- Capturing Dynamic Connectivity From Resting State fMRI Using Time-Varying Graphical Lasso (2019) (30)
- Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model (2020) (30)
- Cigarette smoking and white matter microstructure in schizophrenia (2012) (30)
- A dynamic graph convolutional neural network framework reveals new insights into connectome dysfunctions in ADHD (2021) (30)
- Determining the number of states in dynamic functional connectivity using cluster validity indexes (2020) (30)
- Resting-State fMRI Dynamics and Null Models: Perspectives, Sampling Variability, and Simulations (2017) (30)
- Whole-Brain Connectivity in a Large Study of Huntington's Disease Gene Mutation Carriers and Healthy Controls (2018) (30)
- Dynamic connectivity and the effects of maturation in youth with attention deficit hyperactivity disorder (2018) (29)
- The effect of preprocessing in dynamic functional network connectivity used to classify mild traumatic brain injury (2017) (29)
- Longitudinal epigenetic predictors of amygdala:hippocampus volume ratio (2017) (29)
- Multivariate genetic determinants of EEG oscillations in schizophrenia and psychotic bipolar disorder from the BSNIP study (2015) (29)
- Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data (2021) (29)
- ICA of full complex-valued fMRI data using phase information of spatial maps (2015) (29)
- Exploring difference and overlap between schizophrenia, schizoaffective and bipolar disorders using resting-state brain functional networks (2014) (29)
- Functional Neuroimaging Evidence for Distinct Neurobiological Pathways in Attention-Deficit/Hyperactivity Disorder. (2017) (29)
- Memory Efficient PCA Methods for Large Group ICA (2016) (29)
- Alzheimer’s Disease Projection From Normal to Mild Dementia Reflected in Functional Network Connectivity: A Longitudinal Study (2021) (29)
- IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox (2011) (28)
- The role of the frontopolar cortex in manipulation of integrated information in working memory (2015) (28)
- Cross-Tissue Exploration of Genetic and Epigenetic Effects on Brain Gray Matter in Schizophrenia (2017) (28)
- Nonlinear magnitude and linear phase behaviors of T2* imaging: theoretical approximation and Monte Carlo simulation. (2015) (28)
- The association of DNA methylation and brain volume in healthy individuals and schizophrenia patients (2015) (28)
- Application of deep canonically correlated sparse autoencoder for the classification of schizophrenia (2020) (28)
- ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account (2011) (28)
- A finite element model for predicting the distribution of drugs delivered intracranially to the brain. (1997) (28)
- Neural dynamics of verbal working memory processing in children and adolescents (2019) (28)
- ICA-fNORM: Spatial Normalization of fMRI Data Using Intrinsic Group-ICA Networks (2011) (28)
- An ICA with reference approach in identification of genetic variation and associated brain networks (2012) (28)
- Error-related processing in adult males with elevated psychopathic traits. (2016) (28)
- Identifying functional network changing patterns in individuals at clinical high-risk for psychosis and patients with early illness schizophrenia: A group ICA study (2017) (28)
- Genetic Architecture of Subcortical Brain Structures in Over 40,000 Individuals Worldwide (2017) (28)
- Disrupted network cross talk, hippocampal dysfunction and hallucinations in schizophrenia (2017) (28)
- Parallel ICA identifies sub-components of resting state networks that covary with behavioral indices (2012) (27)
- The inner fluctuations of the brain in presymptomatic Frontotemporal Dementia: The chronnectome fingerprint (2019) (27)
- Accurate classification of schizophrenia patients based on novel resting-state fMRI features (2014) (27)
- Resting-state neural network disturbances that underpin the emergence of emotional symptoms in adolescent girls: resting-state fMRI study (2019) (27)
- Age‐related structural and functional variations in 5,967 individuals across the adult lifespan (2019) (27)
- Regional and source-based patterns of [11C]-(+)-PHNO binding potential reveal concurrent alterations in dopamine D2 and D3 receptor availability in cocaine-use disorder (2017) (27)
- Shared Genetic Risk of Schizophrenia and Gray Matter Reduction in 6p22.1 (2017) (27)
- Neuroanatomic Organization of Sound Memory in Humans (2006) (27)
- The Developmental Chronnecto-Genomics (Dev-CoG) study: A multimodal study on the developing brain (2020) (27)
- Associations of white matter integrity and cortical thickness in patients with schizophrenia and healthy controls. (2014) (27)
- Functional and effective connectivity of stopping (2014) (27)
- A Data-Driven Investigation of Gray Matter–Function Correlations in Schizophrenia during a Working Memory Task (2011) (27)
- Moderate Prenatal Alcohol Exposure Alters Functional Connectivity in the Adult Rat Brain. (2016) (27)
- NeuroMark: an adaptive independent component analysis framework for estimating reproducible and comparable fMRI biomarkers among brain disorders (2019) (26)
- Functional network connectivity during rest and task: Comparison of healthy controls and schizophrenic patients (2011) (26)
- Deep Independence Network Analysis of Structural Brain Imaging: Application to Schizophrenia (2016) (26)
- Myelination-related genes are associated with decreased white matter integrity in schizophrenia (2015) (26)
- See without looking: joint visualization of sensitive multi-site datasets (2017) (26)
- A joint time-frequency analysis of resting-state functional connectivity reveals novel patterns of connectivity shared between or unique to schizophrenia patients and healthy controls (2017) (26)
- BOLD Frequency Power Indexes Working Memory Performance (2013) (26)
- Susceptibility-based functional brain mapping by 3D deconvolution of an MR-phase activation map (2013) (26)
- Association of GRM3 polymorphism with white matter integrity in schizophrenia (2014) (26)
- Constrained Source-Based Morphometry Identifies Structural Networks Associated with Default Mode Network (2012) (26)
- Connectivity dynamics from wakefulness to sleep (2018) (26)
- Genetic Determinants of Cortical Structure (Thickness, Surface Area and Volumes) among Disease Free Adults in the CHARGE Consortium (2018) (26)
- White matter integrity is associated with alcohol cue reactivity in heavy drinkers (2013) (26)
- Time of Acquisition and Network Stability in Pediatric Resting-State Functional Magnetic Resonance Imaging (2014) (26)
- Age of gray matters: Neuroprediction of recidivism (2018) (26)
- Opposite Modulation of Brain Functional Networks Implicated at Low vs. High Demand of Attention and Working Memory (2014) (26)
- Aberrant Dynamic Functional Connectivity of Default Mode Network in Schizophrenia and Links to Symptom Severity (2021) (26)
- Machine Learning of Functional Magnetic Resonance Imaging Network Connectivity Predicts Substance Abuse Treatment Completion. (2017) (25)
- A method for making group inferences using independent component analysis of functional MRI data: Exploring the visual system (2001) (25)
- ICA order selection based on consistency: Application to genotype data (2012) (25)
- A Robust Classifier to Distinguish Noise from fMRI Independent Components (2014) (25)
- A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population (2018) (25)
- Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia (2017) (25)
- Space: A Missing Piece of the Dynamic Puzzle (2020) (25)
- Fused Estimation of Sparse Connectivity Patterns From Rest fMRI—Application to Comparison of Children and Adult Brains (2018) (25)
- An fMRI study of multimodal selective attention in schizophrenia. (2015) (25)
- Brain potentials predict substance abuse treatment completion in a prison sample (2016) (25)
- A Genome-Wide Association Study Suggests Novel Loci Associated with a Schizophrenia-Related Brain-Based Phenotype (2013) (25)
- Rate-Agnostic (Causal) Structure Learning (2015) (24)
- Brain-performance correlates of working memory retrieval in schizophrenia: a cognitive modeling approach. (2009) (24)
- Temporal sequence of hemispheric network activation during semantic processing: A functional network connectivity analysis (2009) (24)
- Group learning using contrast NMF : Application to functional and structural MRI of schizophrenia (2008) (24)
- Functional overestimation due to spatial smoothing of fMRI data (2017) (24)
- Integrating fMRI and SNP data for biomarker identification for schizophrenia with a sparse representation based variable selection method (2013) (24)
- Resting-state fMRI dynamic functional network connectivity and associations with psychopathy traits (2019) (24)
- Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA (2019) (24)
- CREB‐BDNF pathway influences alcohol cue‐elicited activation in drinkers (2015) (24)
- Shared and distinct resting functional connectivity in children and adults with attention-deficit/hyperactivity disorder (2020) (24)
- Multidataset independent subspace analysis extends independent vector analysis (2014) (24)
- Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders (2019) (24)
- Should I Stay or Should I Go? FMRI Study of Response Inhibition in Early Illness Schizophrenia and Risk for Psychosis (2019) (24)
- Neural correlates of cognitive function and symptoms in attention-deficit/hyperactivity disorder in adults (2018) (24)
- Physiogenomic Analysis of Localized fMRI Brain Activity in Schizophrenia (2008) (24)
- The Impact of Genome-Wide Supported Schizophrenia Risk Variants in the Neurogranin Gene on Brain Structure and Function (2013) (24)
- Decreased hemispheric connectivity and decreased intra- and inter- hemisphere asymmetry of resting state functional network connectivity in schizophrenia (2018) (23)
- Effect of age on visuomotor functional MR imaging. (2005) (23)
- Enforcing Co-Expression Within a Brain-Imaging Genomics Regression Framework (2018) (23)
- Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI (2009) (23)
- Sample-poor estimation of order and common signal subspace with application to fusion of medical imaging data (2016) (23)
- Abnormal dynamic functional connectivity is linked to recovery after acute ischemic stroke (2021) (23)
- Optimal compressed sensing reconstructions of fMRI using 2D deterministic and stochastic sampling geometries (2012) (23)
- Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data (2019) (23)
- ACMTF for fusion of multi-modal neuroimaging data and identification of biomarkers (2017) (23)
- Patterns of Co-Occurring Gray Matter Concentration Loss across the Huntington Disease Prodrome (2016) (23)
- Multimodal Data Fusion of Deep Learning and Dynamic Functional Connectivity Features to Predict Alzheimer’s Disease Progression * (2019) (23)
- Alterations in resting-state functional connectivity in substance use disorders and treatment implications (2019) (23)
- MEG and fMRI Fusion for Non-Linear Estimation of Neural and BOLD Signal Changes (2010) (23)
- A meta‐analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium (2021) (23)
- Modern Methods for Interrogating the Human Connectome (2016) (23)
- Efficacy of different dynamic functional connectivity methods to capture cognitively relevant information (2019) (23)
- Functional Magnetic Resonance Imaging - Implications for Detection of Schizophrenia. (2009) (22)
- The influence of visuospatial attention on unattended auditory 40 Hz responses (2013) (22)
- Difference in regional neural fluctuations and functional connectivity in Crohn’s disease: a resting-state functional MRI study (2018) (22)
- Large-Scale Fusion of Gray Matter and Resting-State Functional MRI Reveals Common and Distinct Biological Markers across the Psychosis Spectrum in the B-SNIP Cohort (2015) (22)
- Data-driven approaches for identifying links between brain structure and function in health and disease (2018) (22)
- Disambiguating the role of blood flow and global signal with partial information decomposition (2019) (22)
- Functional MRI Evaluation of Multiple Neural Networks Underlying Auditory Verbal Hallucinations in Schizophrenia Spectrum Disorders (2016) (22)
- Patterns of co‐altered brain structure and function underlying neurological soft signs in schizophrenia spectrum disorders (2019) (22)
- Genetic influences of resting state fMRI activity in language-related brain regions in healthy controls and schizophrenia patients: a pilot study (2012) (22)
- Structure/function interrelationships in patients with schizophrenia who have persistent auditory verbal hallucinations: A multimodal MRI study using parallel ICA (2019) (22)
- Intrinsic functional brain mapping in reconstructed 4D magnetic susceptibility (χ) data space (2015) (22)
- A quality control method for detecting and suppressing uncorrected residual motion in fMRI studies. (2013) (22)
- Genetic underpinnings of left superior temporal gyrus thickness in patients with schizophrenia (2015) (22)
- A Manifold Regularized Multi-Task Learning Model for IQ Prediction From Two fMRI Paradigms (2020) (22)
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- Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction (2018) (21)
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- Diminished neural network dynamics after moderate and severe traumatic brain injury (2018) (21)
- Editorial on special issue: Machine learning on MCI (2018) (21)
- Functional Network Overlap as Revealed by fMRI Using sICA and Its Potential Relationships with Functional Heterogeneity, Balanced Excitation and Inhibition, and Sparseness of Neuron Activity (2015) (21)
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- Understanding the Morphological Mismatch Between Magnetic Susceptibility Source and T2* Image (2013) (20)
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- Identification of patterns of gray matter abnormalities in schizophrenia using source-based morphometry and bagging (2014) (19)
- Distinct neuronal patterns of positive and negative moral processing in psychopathy (2016) (19)
- Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data (2019) (19)
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- MIR137HG risk variant rs1625579 genotype is related to corpus callosum volume in schizophrenia (2015) (19)
- A method for making group inferences from functional MRI data using independent component analysis (2002) (19)
- Spatial Dynamic Functional Connectivity Analysis Identifies Distinctive Biomarkers in Schizophrenia (2019) (19)
- Multi-spatial-scale dynamic interactions between functional sources reveal sex-specific changes in schizophrenia (2021) (19)
- Multi-Hypergraph Learning-Based Brain Functional Connectivity Analysis in fMRI Data (2019) (19)
- Integrated Analysis of Gene Expression and Copy Number Data on Gene Shaving Using Independent Component Analysis (2011) (19)
- Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling (2016) (19)
- Reduced higher-dimensional resting state fMRI dynamism in clinical high-risk individuals for schizophrenia identified by meta-state analysis (2018) (19)
- Four‐way multimodal fusion of 7 T imaging data using an mCCA+jICA model in first‐episode schizophrenia (2018) (19)
- Common and unique multimodal covarying patterns in autism spectrum disorder subtypes (2020) (18)
- Spatio-Temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks (2016) (18)
- Biclustered Independent Component Analysis for Complex Biomarker and Subtype Identification from Structural Magnetic Resonance Images in Schizophrenia (2017) (18)
- COINSTAC: Decentralizing the future of brain imaging analysis (2017) (18)
- Progress in EEG: Multi-subject Decomposition and Other Advanced Signal Processing Approaches (2018) (18)
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- ICA and IVA for Data Fusion: An Overview and a New Approach Based on Disjoint Subspaces (2019) (18)
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- ICA analysis of fMRI with real-time constraints: an evaluation of fast detection performance as function of algorithms, parameters and a priori conditions (2013) (18)
- Default mode network modulation by mentalizing in young adults with autism spectrum disorder or schizophrenia (2020) (18)
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- Neural Antecedents of Emotional Disorders: A Functional Magnetic Resonance Imaging Study of Subsyndromal Emotional Symptoms in Adolescent Girls (2013) (17)
- Dynamic Functional Network Connectivity in Schizophrenia with Magnetoencephalography and Functional Magnetic Resonance Imaging: Do Different Timescales Tell a Different Story? (2019) (17)
- Integrity of Neurocognitive Networks in Dementing Disorders as Measured with Simultaneous PET/Functional MRI (2020) (17)
- High-order interactions observed in multi-task intrinsic networks are dominant indicators of aberrant brain function in schizophrenia (2014) (17)
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- Electroconvulsive therapy treatment responsive multimodal brain networks (2020) (17)
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- Neural oscillatory dynamics serving abstract reasoning reveal robust sex differences in typically-developing children and adolescents (2020) (17)
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- Dynamic Resting-State Connectivity Differences in Eyes Open Versus Eyes Closed Conditions (2020) (17)
- Characterizing Whole Brain Temporal Variation of Functional Connectivity via Zero and First Order Derivatives of Sliding Window Correlations (2019) (17)
- Associations between Functional Connectivity Dynamics and BOLD Dynamics Are Heterogeneous Across Brain Networks (2017) (17)
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- Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition (2020) (16)
- Structural brain architectures match intrinsic functional networks and vary across domains: A study from 15000+ individuals (2019) (16)
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- Transient Patterns of Functional Dysconnectivity in Clinical High Risk and Early Illness Schizophrenia Individuals Compared with Healthy Controls (2019) (16)
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- Parallel Group ICA + ICA: Joint Estimation of Linked Functional Network Variability and Structural Covariation with Application to Schizophrenia (2019) (16)
- Task-evoked brain functional magnetic susceptibility mapping by independent component analysis (ϿICA) (2016) (16)
- N-BiC: A method for multi-component and symptom biclustering of structural MRI data: Application to schizophrenia (2019) (16)
- Frequency drift in MR spectroscopy at 3T (2021) (16)
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- A Pilot Study on Collective Effects of 22q13.31 Deletions on Gray Matter Concentration in Schizophrenia (2012) (16)
- Three-way FMRI-DTI-methylation data fusion based on mCCA+jICA and its application to schizophrenia (2012) (16)
- Integrating Imaging Genomic Data in the Quest for Biomarkers of Schizophrenia Disease (2018) (15)
- Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks (2019) (15)
- Order detection for fMRI analysis: Joint estimation of downsampling depth and order by information theoretic criteria (2011) (15)
- Effective Self-Management for Early Career Researchers in the Natural and Life Sciences (2020) (15)
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- Multivariate Imaging Genetics Study of MRI Gray Matter Volume and SNPs Reveals Biological Pathways Correlated with Brain Structural Differences in Attention Deficit Hyperactivity Disorder (2016) (15)
- Algorithm-Agnostic Explainability for Unsupervised Clustering (2021) (15)
- CCA for joint blind source separation of multiple datasets with application to group FMRI analysis (2008) (15)
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- Deep Collaborative Learning With Application to the Study of Multimodal Brain Development (2019) (15)
- Sparsity and Independence: Balancing Two Objectives in Optimization for Source Separation with Application to fMRI Analysis (2017) (15)
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- Reward Processing in Novelty Seekers: A Transdiagnostic Psychiatric Imaging Biomarker (2021) (15)
- Cortical Thickness Trajectories across the Lifespan: Data from 17,075 healthy individuals aged 3-90 years (2020) (15)
- A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study (2019) (14)
- Improving Classification Rate of Schizophrenia Using a Multimodal Multi-Layer Perceptron Model with Structural and Functional MR (2018) (14)
- Discriminating bipolar disorder from major depression based on kernel SVM using functional independent components (2017) (14)
- Different activation dynamics in multiple neural systems during simulated driving (2002) (14)
- Dentate gyrus volume deficit in schizophrenia (2019) (14)
- General Nonunitary Constrained ICA and its Application to Complex-Valued fMRI Data (2015) (14)
- Independent vector analysis for common subspace analysis: Application to multi-subject fMRI data yields meaningful subgroups of schizophrenia (2020) (14)
- Consecutive Independence and Correlation Transform for Multimodal Fusion: Application to Eeg and Fmri Data (2018) (14)
- A Realistic Framework for Investigating Decision Making in the Brain With High Spatiotemporal Resolution Using Simultaneous EEG/fMRI and Joint ICA (2017) (14)
- A multimodality ICA study - integrating genomic single nucleotide polymorphisms with functional neuroimaging data (2008) (14)
- Complexin2 modulates working memory-related neural activity in patients with schizophrenia (2014) (14)
- The Use of a priori Information in ICA-Based Techniques for Real-Time fMRI: An Evaluation of Static/Dynamic and Spatial/Temporal Characteristics (2013) (14)
- A unified approach for characterizing static/dynamic connectivity frequency profiles using filter banks (2019) (13)
- T2* phase imaging and processing for brain functional magnetic susceptibility (χ) mapping (2016) (13)
- Positive and general psychopathology associated with specific gray matter reductions in inferior temporal regions in patients with schizophrenia (2019) (13)
- Aberrant Functional Network Connectivity Transition Probability in Major Depressive Disorder (2020) (13)
- Ultra-high-order ICA: an exploration of highly resolved data-driven representation of intrinsic connectivity networks (sparse ICNs) (2019) (13)
- Apathy Is Related to Cognitive Control and Striatum Volumes in Prodromal Huntington’s Disease (2019) (13)
- Multilevel Mapping of Sexual Dimorphism in Intrinsic Functional Brain Networks (2019) (13)
- Extracting principle components for discriminant analysis of FMRI images (2008) (13)
- Multi-subject fMRI analysis via combined independent component analysis and shift-invariant canonical polyadic decomposition (2015) (13)
- Compensating the intensity fall-off effect in cone-beam tomography by an empirical weight formula. (2008) (13)
- Abnormal Dynamic Functional Network Connectivity Estimated from Default Mode Network Predicts Symptom Severity in Major Depressive Disorder (2021) (13)
- Reconstructing brain magnetic susceptibility distributions from T2* phase images by TV- regularized 2-subproblem split Bregman iterations (2014) (13)
- Discriminating Bipolar Disorder from Major Depression using Whole-Brain Functional Connectivity: a Feature Selection Analysis with SVM-FoBa Algorithm (2015) (13)
- A Method for Intertemporal Functional-Domain Connectivity Analysis: Application to Schizophrenia Reveals Distorted Directional Information Flow (2016) (13)
- Patients with schizophrenia demonstrate reduced cortical sensitivity to auditory oddball regularities (2014) (13)
- Spatial source phase: A new feature for identifying spatial differences based on complex‐valued resting‐state fMRI data (2019) (13)
- The role of diversity in data‐driven analysis of multi‐subject fMRI data: Comparison of approaches based on independence and sparsity using global performance metrics (2018) (13)
- A Deep Learning Model for Data-Driven Discovery of Functional Connectivity (2021) (13)
- Enhanced dynamic functional connectivity (whole-brain chronnectome) in chess experts (2020) (13)
- A method for multi-group inter-participant correlation: Abnormal synchrony in patients with schizophrenia during auditory target detection (2008) (13)
- Precision medicine and global mental health. (2019) (13)
- Intrinsic neural network dynamics in catatonia (2021) (13)
- Association between copy number variation losses and alcohol dependence across African American and European American ethnic groups. (2014) (13)
- In search of multimodal brain alterations in Alzheimer's and Binswanger's disease (2019) (13)
- An information theory framework for dynamic functional domain connectivity (2017) (13)
- Addressing Inaccurate Nosology in Mental Health: A Multi Label Data Cleansing Approach for Detecting Label Noise from Structural Magnetic Resonance Imaging Data in Mood and Psychosis Disorders (2020) (13)
- White matter microstructure alterations in primary dysmenorrhea assessed by diffusion tensor imaging (2016) (13)
- The absence of task-related increases in BOLD signal does not equate to absence of task-related brain activation (2015) (13)
- Aberrant Brain Connectivity in Schizophrenia Detected via a Fast Gaussian Graphical Model (2019) (13)
- A statistically motivated framework for simulation of stochastic data fusion models applied to multimodal neuroimaging (2014) (13)
- Functional connectome fingerprinting: Identifying individuals and predicting cognitive functions via autoencoder (2021) (13)
- Decentralized independent vector analysis (2017) (13)
- Integration of SNPs-FMRI-methylation data with sparse multi-CCA for schizophrenia study (2016) (13)
- Automated collection of imaging and phenotypic data to centralized and distributed data repositories (2014) (13)
- Disrupted dynamic functional network connectivity among cognitive control networks in the progression of Alzheimer’s disease (2021) (13)
- Brain Development Includes Linear and Multiple Nonlinear Trajectories: A Cross-Sectional Resting-State Functional Magnetic Resonance Imaging Study (2019) (13)
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- Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity (2018) (13)
- Bio marker identification for diagnosis of schizophrenia with integrated analysis of fMRI and SNPs (2012) (12)
- A Machine Learning Model for Exploring Aberrant Functional Network Connectivity Transition in Schizophrenia (2020) (12)
- Influence Function of Multiple Kernel Canonical Analysis to Identify Outliers in Imaging Genetics Data (2016) (12)
- An overlapping pattern of cerebral cortical thinning is associated with both positive symptoms and aggression in schizophrenia via the ENIGMA consortium (2019) (12)
- Pubertal Testosterone Tracks the Developmental Trajectory of Neural Oscillatory Activity Serving Visuospatial Processing. (2020) (12)
- Brain imaging-based machine learning in autism spectrum disorder: methods and applications (2021) (12)
- Identifying brain dynamic network states via GIG-ICA: Application to schizophrenia, bipolar and schizoaffective disorders (2015) (12)
- Adaptive independent vector analysis for multi-subject complex-valued fMRI data (2017) (12)
- Analysis of complex-valued functional magnetic resonance imaging data: are we just going through a "phase"? (2012) (12)
- Ensemble Manifold Regularized Multi-Modal Graph Convolutional Network for Cognitive Ability Prediction (2021) (12)
- A Computational Multiresolution BOLD fMRI Model (2011) (12)
- Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint (2020) (12)
- A Novel Local Explainability Approach for Spectral Insight into Raw Eeg-Based Deep Learning Classifiers (2021) (12)
- The relevance of transdiagnostic shared networks to the severity of symptoms and cognitive deficits in schizophrenia: a multimodal brain imaging fusion study (2020) (12)
- An Update on Neurocognitive Impairment in Schizophrenia and Depression (2010) (12)
- Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits (2020) (12)
- Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium (2022) (12)
- Subcortical Volume Trajectories across the Lifespan: Data from 18,605 healthy individuals aged 3-90 years (2020) (12)
- Relationship between MEG global dynamic functional network connectivity measures and symptoms in schizophrenia (2018) (12)
- Directional Statistics on Permutations (2010) (12)
- Hierarchical and graphical analysis of fMRI network connectivity in healthy and schizophrenic groups (2011) (11)
- Classification of schizophrenia and bipolar patients using static and time-varying resting-state FMRI brain connectivity (2015) (11)
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- Genetic variation in GAD1 is associated with cortical thickness in the parahippocampal gyrus. (2013) (11)
- Novel methods for elucidating modality importance in multimodal electrophysiology classifiers (2022) (11)
- G‐protein genomic association with normal variation in gray matter density (2015) (11)
- Refined measure of functional connectomes for improved identifiability and prediction (2019) (11)
- Variability in Resting State Network and Functional Network Connectivity Associated With Schizophrenia Genetic Risk: A Pilot Study (2018) (11)
- Multimodal based classification of schizophrenia patients (2015) (11)
- Spontaneous cortical MEG activity undergoes unique age- and sex-related changes during the transition to adolescence (2021) (11)
- Presurgical Brain Mapping of the Ventral Somatomotor Network in Patients with Brain Tumors Using Resting-State fMRI (2017) (11)
- Development and sex modulate visuospatial oscillatory dynamics in typically-developing children and adolescents (2020) (11)
- Integration of network topological features and graph Fourier transform for fMRI data analysis (2018) (11)
- Rare Copy Number Deletions Predict Individual Variation in Human Brain Metabolite Concentrations in Individuals with Alcohol Use Disorders (2011) (11)
- Static and dynamic functional connectivity analysis of cerebrovascular reactivity: An fMRI study (2019) (11)
- ASSESSMENT OF INTOXICATED DRIVING WITH A SIMULATOR : A PILOT VALIDATION STUDY WITH ON-ROAD DRIVING (2001) (11)
- Test-Retest Reliability and Reproducibility of Short-Echo-Time Spectroscopic Imaging of Human Brain at 3 T (2011) (11)
- Examining associations between FMRI and EEG data using canonical correlation analysis (2008) (11)
- Genome‐wide significant linkage of schizophrenia‐related neuroanatomical trait to 12q24 (2015) (11)
- Hype versus hope: Deep learning encodes more predictive and robust brain imaging representations than standard machine learning (2020) (11)
- Novel in silico multivariate mapping of intrinsic and anticorrelated connectivity to neurocognitive functional maps supports the maturational hypothesis of ADHD (2018) (11)
- Sparse deep neural networks on imaging genetics for schizophrenia case–control classification (2020) (11)
- Deep Learning in Neuroimaging: Promises and challenges (2022) (11)
- Almost instant brain atlas segmentation for large-scale studies (2017) (11)
- Discriminating ADHD From Healthy Controls Using a Novel Feature Selection Method Based on Relative Importance and Ensemble Learning (2018) (10)
- Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence (2020) (10)
- Sparse shift-invariant NMF (2008) (10)
- Whole-Brain Functional Network Connectivity Abnormalities in Affective and Non-Affective Early Phase Psychosis (2021) (10)
- Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization (2020) (10)
- Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes (2021) (10)
- Independent component analysis of functional magnetic resonance imaging (2005) (10)
- Central Nervous System Mechanisms of Nausea in Gastroparesis: An fMRI-Based Case–Control Study (2019) (10)
- Opposite Epigenetic Associations With Alcohol Use and Exercise Intervention (2018) (10)
- Auditory orienting and inhibition of return in schizophrenia: A functional magnetic resonance imaging study (2012) (10)
- Multidimensional frequency domain analysis of full-volume fMRI reveals significant effects of age, gender, and mental illness on the spatiotemporal organization of resting-state brain activity (2015) (10)
- Neural oscillations underlying selective attention follow sexually divergent developmental trajectories during adolescence (2021) (10)
- Prediction and classification of sleep quality based on phase synchronization related whole-brain dynamic connectivity using resting state fMRI (2020) (10)
- Expanding the role of education in frontotemporal dementia: a functional dynamic connectivity (the chronnectome) study (2020) (10)
- The eighth annual MLSP competition: Overview (2012) (10)
- A Novel Activation Maximization-based Approach for Insight into Electrophysiology Classifiers (2021) (10)
- Approaches to Capture Variance Differences in Rest fMRI Networks in the Spatial Geometric Features: Application to Schizophrenia (2016) (10)
- Learning schizophrenia imaging genetics data via Multiple Kernel Canonical Correlation Analysis (2016) (10)
- Socio-neuro risk factors for suicidal behavior in criminal offenders with psychotic disorders (2017) (10)
- Evidence of shared and distinct functional and structural brain signatures in schizophrenia and autism spectrum disorder (2021) (10)
- Parietal Oscillatory Dynamics Mediate Developmental Improvement in Motor Performance. (2020) (10)
- Investigation of True High Frequency Electrical Substrates of fMRI-Based Resting State Networks Using Parallel Independent Component Analysis of Simultaneous EEG/fMRI Data (2017) (10)
- A Classification-Based Approach to Estimate the Number of Resting Functional Magnetic Resonance Imaging Dynamic Functional Connectivity States (2020) (10)
- Cortical Response Similarities Predict which Audiovisual Clips Individuals Viewed, but Are Unrelated to Clip Preference (2015) (10)
- A review of multivariate methods in brain imaging data fusion (2010) (10)
- Oxytocin Enhances an Amygdala Circuit Associated With Negative Symptoms in Schizophrenia: A Single-Dose, Placebo-Controlled, Crossover, Randomized Control Trial. (2019) (10)
- Global urbanicity is associated with brain and behaviour in young people (2021) (10)
- Non-orthogonal constrained independent vector analysis: Application to data fusion (2017) (10)
- On complex infomax applied to functional MRI data (2002) (10)
- A Novel Local Ablation Approach for Explaining Multimodal Classifiers (2021) (10)
- Flexible complex ICA of fMRI data (2010) (10)
- A simulation toolbox for fMRI data: simtb (2011) (10)
- Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings (2019) (10)
- Dynamic functional network connectivity associated with post-traumatic stress symptoms in COVID-19 survivors (2021) (9)
- Time-varying whole-brain functional network connectivity coupled to task engagement (2018) (9)
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- A Model Visualization-based Approach for Insight into Waveforms and Spectra Learned by CNNs (2021) (9)
- Dynamic Functional Network Connectivity In Schizophrenia With MEG And fMRI, Do Different Time Scales Tell A Different Story? (2018) (9)
- Brain functional BOLD perturbation modelling for forward fMRI and inverse mapping (2018) (9)
- An Explainable Deep Learning Approach for Multimodal Electrophysiology Classification (2021) (9)
- Unraveling Diagnostic Biomarkers of Schizophrenia Through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data (2019) (9)
- A deep learning based approach identifies regions more relevant than resting‐state networks to the prediction of general intelligence from resting‐state fMRI (2021) (9)
- Multidataset Independent Subspace Analysis With Application to Multimodal Fusion (2019) (9)
- SSPNet: An interpretable 3D-CNN for classification of schizophrenia using phase maps of resting-state complex-valued fMRI data (2022) (9)
- Network-based investigation of genetic modules associated with functional brain networks in schizophrenia (2013) (9)
- Comparison of pre-normalization methods on the accuracy and reliability of group ICA results (2010) (9)
- The Brain Imaging Data Structure, a new format for organizing and describing outputs of neuroimaging experiments (2016) (9)
- Identifying outliers using multiple kernel canonical correlation analysis with application to imaging genetics (2018) (9)
- Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series (2021) (9)
- Brain regions affected by impaired control modulate responses to alcohol and smoking cues. (2014) (9)
- Distance canonical correlation analysis with application to an imaging-genetic study (2019) (9)
- Gray matter networks associated with attention and working memory deficit in ADHD across adolescence and adulthood (2021) (9)
- A GICA-TVGL framework to study sex differences in resting state fMRI dynamic connectivity (2019) (9)
- Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia (2019) (9)
- The relationship between dynamic functional network connectivity and spatial orientation in healthy young adults (2021) (9)
- Examining Effects of Schizophrenia on EEG with Explainable Deep Learning Models (2022) (9)
- Joint Coupling of Awake EEG Frequency Activity and MRI Gray Matter Volumes in the Psychosis Dimension: A BSNIP Study (2015) (9)
- When and where are components independent? On the applicability of spatial- and temporal- ICA to functional MRI data (2000) (9)
- Data-driven fusion of EEG, functional and structural MRI: A comparison of two models (2014) (9)
- Source based morphometry using structural MRI phase images to identify sources of gray matter and white matter relative differences in schizophrenia versus controls (2008) (9)
- Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis (2019) (9)
- Variational Autoencoders for Feature Detection of Magnetic Resonance Imaging Data (2016) (9)
- dSNE: a visualization approach for use with decentralized data (2019) (9)
- An Approach for Estimating Explanation Uncertainty in fMRI dFNC Classification (2022) (9)
- A pipeline for copy number variation detection based on principal component analysis (2011) (9)
- Investigating error-related processing in incarcerated adolescents with self-report psychopathy measures (2018) (9)
- Dynamic Functional Connectivity Predicts Treatment Response to Electroconvulsive Therapy in Major Depressive Disorder (2021) (9)
- Sample Augmentation for Classification of Schizophrenia Patients and Healthy Controls Using ICA of fMRI Data and Convolutional Neural Networks (2019) (9)
- Privacy-preserving quality control of neuroimaging datasets in federated environment (2019) (8)
- The link between brain functional network connectivity and genetic risk of Alzheimer's disease (2021) (8)
- Adolescent sex differences in cortico-subcortical functional connectivity during response inhibition (2019) (8)
- Effect of Object Orientation Angle on T2* Image and Reconstructed Magnetic Susceptibility: Numerical Simulations (2013) (8)
- Source-based morphometry reveals gray matter differences related to suicidal behavior in criminal offenders (2018) (8)
- A spectrum of sharing: maximization of information content for brain imaging data (2015) (8)
- Group independent component analysis of MR spectra (2013) (8)
- An Unsupervised Feature Learning Approach for Elucidating Hidden Dynamics in rs-fMRI Functional Network Connectivity (2022) (8)
- Predicting schizophrenia by fusing networks from SNPs, DNA methylation and fMRI data (2016) (8)
- Decentralized distribution-sampled classification models with application to brain imaging (2019) (8)
- The Clinical Assessment and Remote Administration Tablet (2011) (8)
- Meta-Modal Information Flow: A Method for Capturing Multimodal Modular Disconnectivity in Schizophrenia (2020) (8)
- Identifying FMRI dynamic connectivity states using affinity propagation clustering method: Application to schizophrenia (2017) (8)
- The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails (2018) (8)
- A Neuroimaging Signature of Cognitive Aging from Whole‐Brain Functional Connectivity (2022) (8)
- Increased spatial granularity of left brain activation and unique age/gender signatures: a 4D frequency domain approach to cerebral lateralization at rest (2016) (8)
- Transdiagnostic Multimodal Neuroimaging in Psychosis: Structural, Resting-State, and Task Magnetic Resonance Imaging Correlates of Cognitive Control. (2019) (8)
- A robust sparse-modeling framework for estimating schizophrenia biomarkers from fMRI (2017) (8)
- Network modules linking expression and methylation in prefrontal cortex of schizophrenia (2018) (8)
- Performance of complex-valued ICA algorithms for fMRI analysis: Importance of taking full diversity into account (2014) (8)
- Recurrent Neural Networks for Spatiotemporal Dynamics of Intrinsic Networks from fMRI Data (2016) (8)
- Dissecting Static and Dynamic Functional Connectivity: Example From the Autism Spectrum (2019) (8)
- On Entropy Rate for the Complex Domain and Its Application to i.i.d. Sampling (2010) (8)
- Voxel magnetic field disturbance from remote vasculature in BOLD fMRI (2011) (8)
- Relationships between alpha oscillations during speech preparation and the listener N400 ERP to the produced speech (2018) (8)
- Multi-Paradigm fMRI Fusion via Sparse Tensor Decomposition in Brain Functional Connectivity Study (2020) (8)
- Decreased Cross-Domain Mutual Information in Schizophrenia From Dynamic Connectivity States (2019) (8)
- Evaluation of spontaneous regional brain activity in weight-recovered anorexia nervosa (2020) (8)
- Disrupted dynamic functional network connectivity among cognitive control networks in the progression of Alzheimer's disease. (2021) (8)
- Structural Angle and Power Images Reveal Interrelated Gray and White Matter Abnormalities in Schizophrenia (2011) (8)
- Unmixing fMRI with Independent Component Analysis Using ICA to Characterize High-Dimensional fMRI Data in a Concise Manner. (2006) (7)
- Intrinsic Connectivity Provides the Baseline Framework for Variability in Motor Performance: A Multivariate Fusion Analysis of Low- and High-Frequency Resting-State Oscillations and Antisaccade Performance (2016) (7)
- A method to assess randomness of functional connectivity matrices (2018) (7)
- A novel method for tri-clustering dynamic functional network connectivity (dFNC) identifies significant schizophrenia effects across multiple states in distinct subgroups of individuals (2020) (7)
- Independent component analysis of complex-valued functional magnetic resonance imaging data by complex nonlinearities (2004) (7)
- Whole-brain Functional Connectivity Dynamics associated with Electroconvulsive Therapy Treatment Response. (2021) (7)
- Mild Traumatic Brain Injury Disrupts Functional Dynamic Attractors of Healthy Mental States (2019) (7)
- (Non)stationarity of temporal dynamics in fMRI (1999) (7)
- Multimodal MRI data fusion reveals distinct structural, functional and neurochemical correlates of heavy cannabis use (2021) (7)
- Functional connectivity during affective mentalizing in criminal offenders with psychotic disorders: Associations with clinical symptoms (2018) (7)
- Personalized estimates of morphometric similarity in bipolar disorder and schizophrenia (2020) (7)
- Anterior cingulate gamma‐aminobutyric acid concentrations and electroconvulsive therapy (2020) (7)
- Wavelet-based denoising and independent component analysis for improving multi-group inference in fMRI data (2011) (7)
- Automated Classification of Bipolar, Schizophrenic, and Healthy Individuals Via Multiple Spatial ICA Functional Brain `Modes' (2006) (7)
- Identifying genetic connections with brain functions in schizophrenia using group sparse canonical correlation analysis (2013) (7)
- A Multivariate Model for Comparison of Two Datasets and its Application to FMRI Analysis (2007) (7)
- Multivariate Genetic Correlates of the Auditory Paired Stimuli-Based P2 Event-Related Potential in the Psychosis Dimension From the BSNIP Study. (2016) (7)
- Lack of sex effect on brain activity during a visuomotor response task: functional MR imaging study. (2003) (7)
- Quality Assurance in Functional MRI (2015) (7)
- Autoconnectivity: A new perspective on human brain function (2019) (7)
- Interpreting models interpreting brain dynamics (2021) (7)
- Enhanced disease characterization through multi network functional normalization in fMRI (2015) (7)
- Decentralized dynamic functional network connectivity: State analysis in collaborative settings (2020) (7)
- Diagnostic and Prognostic Classification of Brain Disorders Using Residual Learning on Structural MRI Data* (2019) (7)
- Whole brain polarity regime dynamics are significantly disrupted in schizophrenia and correlate strongly with network connectivity measures (2019) (7)
- Privacy-preserving source separation for distributed data using independent component analysis (2016) (7)
- Dynamic windowing reveals task-modulation of functional connectivity in schizophrenia patients vs healthy controls (2008) (7)
- Global and Specific Cortical Volume Asymmetries in Individuals With Psychosis Risk Syndrome and Schizophrenia: A Mixed Cross-sectional and Longitudinal Perspective. (2019) (7)
- Tracing Network Evolution Using The Parafac2 Model (2019) (7)
- Biomarker Identification Through Integrating fMRI and Epigenetics (2020) (7)
- A classification-based approach to estimate the number of resting fMRI dynamic functional connectivity states (2020) (7)
- Normative modelling using deep autoencoders: a multi-cohort study on mild cognitive impairment and Alzheimer’s disease (2020) (7)
- Characterization of connectivity dynamics in intrinsic brain networks (2013) (7)
- Group information guided ICA shows more sensitivity to group differences than dual-regression (2017) (7)
- The Influence of Cerebral Small Vessel Disease on Static and Dynamic Functional Network Connectivity in Subjects Along Alzheimer's Disease Continuum (2020) (7)
- A Systematic Approach for Explaining Time and Frequency Features Extracted by Convolutional Neural Networks From Raw Electroencephalography Data (2022) (7)
- Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals (2022) (7)
- Developmental Changes in Dynamic Functional Connectivity From Childhood Into Adolescence (2021) (7)
- A Gradient-based Approach for Explaining Multimodal Deep Learning Classifiers (2021) (7)
- Validation of ketamine as a pharmacological model of thalamic dysconnectivity across the illness course of schizophrenia (2022) (7)
- 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP) (2018) (7)
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- Neuroimage: Special issue on multimodal data fusion (2014) (6)
- Cortical Sensitivity to Guitar Note Patterns: EEG Entrainment to Repetition and Key (2017) (6)
- Efficient Multiplicative Updates for Support Vector Machines (2009) (6)
- Log-sum enhanced sparse deep neural network (2020) (6)
- Adaptive Constrained Independent Vector Analysis: An Effective Solution for Analysis of Large-Scale Medical Imaging Data (2020) (6)
- Genetics Modulate Gray Matter Variation Beyond Disease Burden in Prodromal Huntington’s Disease (2018) (6)
- Neurodevelopmental Trajectories in Children With Internalizing, Externalizing and Emotion Dysregulation Symptoms (2022) (6)
- Deep learning methods and applications in neuroimaging (2020) (6)
- Neurotransmitter imbalance dysregulates brain dynamic fluidity in frontotemporal degeneration (2020) (6)
- Source-Based Morphometry: Data-Driven Multivariate Analysis of Structural Brain Imaging Data (2018) (6)
- A novel 5D brain parcellation approach based on spatio-temporal encoding of resting fMRI data from deep residual learning (2021) (6)
- Multi-modal data fusion using source separation: Two effective models based on ICA and IVA and their properties (2018) (6)
- COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation (2020) (6)
- Classification of Schizophrenia Patients with Combined Analysis of SNP and fMRI Data Based on Sparse Representation (2011) (6)
- Lateralization of Resting-State Networks in Children: Association with Age, Sex, Handedness, Intelligence Quotient, and Behavior (2021) (6)
- Tracking spatial dynamics of functional connectivity during a task (2021) (6)
- A novel approach to analyzing fMRI and SNP data via parallel independent component analysis (2007) (6)
- Higher dimensional fMRI connectivity dynamics show reduced dynamism in schizophrenia patients (2014) (6)
- Iterative Refinement of Approximate Posterior for Training Directed Belief Networks (2015) (6)
- Blood oxygenation level‐dependent functional MRI signal turbulence caused by ultrahigh spatial resolution: numerical simulation and theoretical explanation (2013) (6)
- Fusion of Multisubject Hemodynamic and Event-Related Potential Data Using Independent Component Analysis (2006) (6)
- Genetic Contributions to Multivariate Data-Driven Brain Networks Constructed via Source-Based Morphometry. (2020) (6)
- Fusing Concurrent EEG and fMRI Intrinsic Networks (2014) (6)
- Detection of genetic factors associated with multiple correlated imaging phenotypes by a sparse regression model (2015) (6)
- Examining Reproducibility of EEG Schizophrenia Biomarkers Across Explainable Machine Learning Models (2022) (6)
- Spatially Constrained ICA Enables Robust Detection of Schizophrenia from Very Short Resting-state fMRI (2022) (6)
- INDEPENDENT COMPONENT ANALYSIS APPLIED TO FMRI DATA: A NATURAL MODEL AND ORDER SELECTION (2001) (6)
- Dynamic functional connectivity analysis reveals transiently increased segregation in patients with severe stroke (2020) (6)
- An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data (2022) (6)
- Visualizing Functional Network Connectivity Difference between Healthy Control and Major Depressive Disorder Using an Explainable Machine-learning Method (2020) (6)
- Corrigendum to “Joint independent component analysis for simultaneous EEG-fMRI: Principle and simulation" [Int. J. Psychophysiol. 67 (2008) 212–221] (2008) (6)
- An adaptive fixed-point IVA algorithm applied to multi-subject complex-valued FMRI data (2016) (6)
- The Fourth Annual 2008 MLSP competition (2008) (6)
- Classification As a Criterion to Select Model Order For Dynamic Functional Connectivity States in Rest-fMRI Data (2019) (6)
- Fusing multimodal neuroimaging data with a variational autoencoder (2021) (6)
- Multi-modal deep learning of functional and structural neuroimaging and genomic data to predict mental illness (2021) (6)
- The genetics-BIDS extension: Easing the search for genetic data associated with human brain imaging (2020) (6)
- Function Biomedical Informatics Research Network Recommendations for Prospective Multi-Center Functional Magnetic Resonance Imaging Studies (2012) (6)
- Hippocampal and parahippocampal volumes vary by sex and traumatic life events in children (2020) (6)
- High-resolution human brain functional χ mapping reveals focal and bidirectional BOLD responses (2017) (6)
- Towards greater neuroimaging classification transparency via the integration of explainability methods and confidence estimation approaches (2022) (6)
- The chronnectome: Evaluating replicability of dynamic connectivity patterns in 7500 resting fMRI datasets. (2016) (6)
- Dynamic default mode network connectivity diminished in patients with schizophrenia (2015) (6)
- Altered Domain Functional Network Connectivity Strength and Randomness in Schizophrenia (2019) (6)
- Exploring Relationships between Functional Network Connectivity and Cognition with an Explainable Clustering Approach (2022) (6)
- Parallel ICA with multiple references: A semi-blind multivariate approach (2014) (6)
- Abnormal Dynamic Functional Network Connectivity and Graph Theoretical Analysis in Major Depressive Disorder (2018) (6)
- CometCloudCare (C3): Distributed Machine LearningPlatform-as-a-Service with Privacy Preservation (2014) (6)
- Large-scale analysis of structural brain asymmetries in schizophrenia via the ENIGMA consortium (2022) (5)
- Can recurrent models know more than we do? (2021) (5)
- Examining brain maturation during adolescence using graph Laplacian learning based Fourier transform (2020) (5)
- Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data (2020) (5)
- A Perspective of the Cross-Tissue Interplay of Genetics, Epigenetics, and Transcriptomics, and Their Relation to Brain Based Phenotypes in Schizophrenia (2018) (5)
- Randomness in resting state functional connectivity matrices (2016) (5)
- Weaker Cerebellocortical Connectivity Within Sensorimotor and Executive Networks in Schizophrenia Compared to Healthy Controls: Relationships with Processing Speed (2020) (5)
- Aberrant activity in conceptual networks underlies N400 deficits and unusual thoughts in schizophrenia (2019) (5)
- Post-ICA phase de-noising for resting-state complex-valued FMRI data (2017) (5)
- A deep autoencoder with sparse and graph Laplacian regularization for characterizing dynamic functional connectivity during brain development (2021) (5)
- Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity (2017) (5)
- Robust Kernel Canonical Correlation Analysis to Detect Gene-Gene Interaction for Imaging Genetics Data (2016) (5)
- Multi-subject fMRI data analysis: Shift-invariant tensor factorization vs. group independent component analysis (2013) (5)
- Parallel independent component analysis using an optimized neurovascular coupling for concurrent EEG-fMRI sources (2011) (5)
- On Self-Supervised Multimodal Representation Learning: An Application To Alzheimer’s Disease (2021) (5)
- Correlation of reaction time in and out of the functional MR unit. (2002) (5)
- Multi-modal Brain Connectivity Study Using Deep Collaborative Learning (2018) (5)
- Sparse deep dictionary learning identifies differences of time-varying functional connectivity in brain neuro-developmental study (2020) (5)
- The Dynamic Functional Network Connectivity Analysis Framework. (2019) (5)
- Frequency-Aware Summarization of Resting-State fMRI Data (2020) (5)
- Detection of Prenatal Alcohol Exposure Using Machine Learning Classification of Resting-State Functional Network Connectivity Data (2020) (5)
- Abnormal fronto-limbic engagement in incarcerated stimulant users during moral processing (2016) (5)
- The rise of neuroimaging epigenetics: A systematic review of studies examining associations between DNA methylation and brain imaging (2020) (5)
- Abnormal White Matter Organization in Huntington's Disease Evaluated with Diffusion Tensor MRI (2003) (5)
- Translational Potential of Neuroimaging Genomic Analyses to Diagnosis and Treatment in Mental Disorders (2019) (5)
- Identifying Neuropsychiatric Disorder Subtypes and Subtype-dependent Variation in Diagnostic Deep Learning Classifier Performance (2022) (5)
- Subtypes of depression characterized by different cognitive decline and brain activity alterations. (2021) (5)
- Multimodal Fusion of Structural and Functional Brain Imaging Data (2016) (5)
- Independent component analysis of SNPs reflects polygenic risk scores for schizophrenia (2017) (5)
- Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness (2022) (5)
- A Gradient-based Spectral Explainability Method for EEG Deep Learning Classifiers (2021) (5)
- A MAXIMAL-CORRELATION APPROACH USING ICA FOR TESTING FUNCTIONAL NETWORK CONNECTIVITY APPLIED TO SCHIZOPHRENIA (2007) (5)
- Microstructural plasticity in nociceptive pathways after spinal cord injury (2021) (5)
- Sexually dimorphic development in the cortical oscillatory dynamics serving early visual processing (2021) (5)
- The impact of data preprocessing in traumatic brain injury detection using functional magnetic resonance imaging (2015) (5)
- Flexible large-scale fMRI analysis: A survey (2017) (5)
- Multi-Task fMRI Data Fusion Using IVA and PARAFAC2 (2022) (5)
- Reproducibility and replicability in neuroimaging data analysis (2022) (5)
- A deep-learning approach to translate between brain structure and functional connectivity (2017) (5)
- A Phase II Study Repurposing Atomoxetine for Neuroprotection in Mild Cognitive Impairment (2021) (5)
- Cross-Frequency rs-fMRI Network Connectivity Patterns Manifest Differently for Schizophrenia Patients and Healthy Controls (2016) (5)
- Visualizing functional network connectivity difference between middle adult and older subjects using an explainable machine-learning method (2020) (5)
- Regional enrichment analyses on genetic profiles for schizophrenia and bipolar disorder (2017) (4)
- Improved Differentially Private Decentralized Source Separation for fMRI Data (2019) (4)
- Automatic Identification of Functional Clusters in fMRI Data using Spatial Information (2011) (4)
- Role of self-focussed reappraisal of negative emotion in emergence of emotional symptoms in adolescent girls (2020) (4)
- A study of spatial variation in fMRI brain networks via independent vector analysis: Application to schizophrenia (2014) (4)
- Order Selection of the Linear Mixing Model for Complex-Valued FMRI Data (2012) (4)
- Phase correction and denoising for ICA of complex FMRI data (2010) (4)
- Detection of Prenatal Alcohol Exposure Using Machine Learning Classification of Resting-State Functional Network Connectivity Data. (2021) (4)
- Tri-Clustering Dynamic Functional Network Connectivity Identifies Significant Schizophrenia Effects Across Multiple States in Distinct Subgroups of Individuals (2021) (4)
- ADHD Classification Within and Cross Cohort Using an Ensembled Feature Selection Framework (2019) (4)
- Reply to: New Meta- and Mega-analyses of Magnetic Resonance Imaging Findings in Schizophrenia: Do They Really Increase Our Knowledge About the Nature of the Disease Process? (2019) (4)
- Multiview Diffusion Map Improves Prediction of Fluid Intelligence With Two Paradigms of fMRI Analysis (2020) (4)
- Deep Principal Correlated Auto-Encoders With Application to Imaging and Genomics Data Integration (2020) (4)
- A Systematic Approach for Explaining Time and Frequency Features Extracted by CNNs from Raw EEG Data (2022) (4)
- Permutations as Angular Data: Efficient Inference in Factorial Spaces (2010) (4)
- Fusion of Multiple Spatial Networks Derived from Complex-Valued fMRI Data via CNN Classification (2021) (4)
- Terminology Development Towards Harmonizing Multiple Clinical Neuroimaging Research Repositories (2015) (4)
- Introduction to the Issue on fMRI Analysis for Human Brain Mapping (2008) (4)
- Connectivity and dysconnectivity: A brief history of functional connectivity research in schizophrenia and future directions (2019) (4)
- Subclinical Anxiety and Posttraumatic Stress Influence Cortical Thinning During Adolescence. (2020) (4)
- Brain connectivity: an opening window into addiction (2013) (4)
- High dimensional latent Gaussian copula model for mixed data in imaging genetics (2018) (4)
- Nonlinear Functional Network Connectivity in Resting Fmri Data (2021) (4)
- Transient Spectral Peak Analysis Reveals Distinct Temporal Activation Profiles for Different Functional Brain Networks (2020) (4)
- Traumatic Events Are Associated with Diverse Psychological Symptoms in Typically-Developing Children (2019) (4)
- Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer’s Disease (2020) (4)
- The chronnectome as a model for Charcot’s ‘dynamic lesion’ in functional movement disorders (2020) (4)
- Extended time-frequency granger causality for evaluation of functional network connectivity in event-related FMRI data (2009) (4)
- Detecting abnormal connectivity in schizophrenia via a joint directed acyclic graph estimation model (2020) (4)
- BPARC: A novel spatio-temporal (4D) data-driven brain parcellation scheme based on deep residual networks (2020) (4)
- Extraction of co-expressed discriminative features of schizophrenia in imaging epigenetics framework (2019) (4)
- Computed diffusion contribution in the complex blood oxygenation‐level dependent fMRI signal (2012) (4)
- Enforcing Co-expression in Multimodal Regression Framework (2017) (4)
- Functional network estimation using multigraph learning with application to brain maturation study (2021) (4)
- Dynamic functional connectivity patterns associated with dementia risk (2022) (4)
- Fused estimation of sparse connectivity patterns from rest fMRI (2017) (4)
- Deep independence network analysis of structural brain imaging: A simulation study (2015) (4)
- Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia (2016) (4)
- Multiresolution voxel decomposition of complex-valued BOLD signals reveals phasor turbulence (2011) (4)
- Disconnected and Hyperactive: A Replication of Sensorimotor Cortex Abnormalities in Patients With Schizophrenia During Proactive Response Inhibition (2018) (4)
- Genetic variants for head size share genes and pathways with cancer (2020) (4)
- Correlation Guided Graph Learning to Estimate Functional Connectivity Patterns From fMRI Data (2020) (4)
- Distinct structural brain circuits indicate mood and apathy profiles in bipolar disorder (2019) (4)
- Sensory load hierarchy-based classification of schizophrenia patients (2015) (4)
- Optimized Combination of Multiple Graphs With Application to the Integration of Brain Imaging and (epi)Genomics Data (2019) (4)
- Covarying structural alterations in laterality of the temporal lobe in schizophrenia: A case for source‐based laterality (2020) (4)
- Harmonization of Multi-site Dynamic Functional Connectivity Network Data (2021) (4)
- Exploring different impaired speed of genetic-related brain function and structures in schizophrenic progress using multimodal analysis* (2018) (4)
- A resting-state network comparison of combat-related PTSD with combat-exposed and civilian controls (2019) (3)
- Investigation of marinol (THC) effects upon fMRI activation during active and passive driving using independent component analysis and SPM (2001) (3)
- Correction of copy number variation data using principal component analysis (2010) (3)
- Selection of Efficient Clustering Index to Estimate the Number of Dynamic Brain States from Functional Network Connectivity* (2019) (3)
- Highlight results, don't hide them: Enhance interpretation, reduce biases and improve reproducibility (2022) (3)
- Tasting the cake: evaluating self-supervised generalization on out-of-distribution multimodal MRI data (2021) (3)
- Acute ischemic stroke alters the brain’s preference for distinct dynamic connectivity states (2019) (3)
- Brain functional networks extraction based on fMRI artifact removal: Single subject and group approaches (2014) (3)
- Phase fMRI Reveals More Sparseness and Balance of Rest Brain Functional Connectivity Than Magnitude fMRI (2019) (3)
- Modular and state-relevant functional network connectivity in high-frequency eyes open vs eyes closed resting fMRI data (2021) (3)
- A deep learning fusion model for brain disorder classification: Application to distinguishing schizophrenia and autism spectrum disorder (2020) (3)
- Sparse parallel independent component analysis and its application to identify linked genomic and gray matter alterations underlying working memory impairment in attention-deficit/hyperactivity disorder (2020) (3)
- Deep learning in resting-state fMRI* (2021) (3)
- Tracing Evolving Networks Using Tensor Factorizations vs. ICA-Based Approaches (2022) (3)
- Time-varying whole-brain functional network connectivity coupled to task engagement (2018) (3)
- Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples (2021) (3)
- Integration of multiple genomic imaging data for the study of schizophrenia using joint nonnegative matrix factorization (2017) (3)
- NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging Data (2021) (3)
- Brain multimodal co-alterations related to delay discounting: a multimodal MRI fusion analysis in persons with and without cocaine use disorder (2021) (3)
- Gray matter networks associated with cognitive deficit in ADHD across adolescence and adulthood (2020) (3)
- Causality-Based Feature Fusion for Brain Neuro-Developmental Analysis (2020) (3)
- Sparseness and a reduction from Totally Nonnegative Least Squares to SVM (2011) (3)
- Resting-State Functional Network Disturbances in Schizophrenia (2021) (3)
- BOLD fMRI Simulation (2016) (3)
- Semi-supervised learning of brain functional networks (2014) (3)
- Dynamic patterns within the default mode network in schizophrenia subgroups (2021) (3)
- Individualized spatial network predictions using Siamese convolutional neural networks: A resting-state fMRI study of over 11,000 unaffected individuals (2021) (3)
- Time-varying frequency modes of resting fMRI brain networks reveal significant gender differences (2016) (3)
- A constrained coefficient ica algorithm for group difference enhancement (2008) (3)
- Correlated Noise: How it Breaks NMF, and What to Do About it (2009) (3)
- Mind over chatter: plastic up-regulation of the fMRI alertness network by EEG neurofeedback (2012) (3)
- An interpretable and predictive connectivity-based neural signature for chronic cannabis use. (2022) (3)
- Discriminating Schizophrenia and Bipolar Disorder by Unique Patterns of Brain Function and Structure (2010) (3)
- Guest Editorial: Special Issue on Machine Learning for Signal Processing (2010) (3)
- Spatially Covarying Patterns of Gray Matter Volume and Concentration Highlight Distinct Regions in Schizophrenia (2021) (3)
- Neuropsychiatric Disorder Subtyping Via Clustered Deep Learning Classifier Explanations (2022) (3)
- Model order effects on independent vector analysis applied to complex-valued fMRI data (2017) (3)
- Eyes-closed versus eyes-open differences in spontaneous neural dynamics during development (2022) (3)
- Spontaneous cortical dynamics from the first years to the golden years (2023) (3)
- Data-driven spatio-temporal dynamic brain connectivity analysis using fALFF: Application to sensorimotor task data (2022) (3)
- Brain activation patterns in response to complex triggers in the Word Association Test: results from a new study in the United States (2018) (3)
- Dissemination in time and space in presymptomatic granulin mutation carriers: a GENFI spatial chronnectome study (2021) (3)
- Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data (2022) (3)
- Regularized spectral matching for blind source separation. Application to fMRI imaging (2005) (3)
- Cognition and Neuroimaging in Schizophrenia (2012) (3)
- Detection of relationships among multi-modal brain imaging meta-features via information flow (2018) (3)
- On self-supervised multi-modal representation learning: An application to Alzheimer's disease (2020) (3)
- Brain state instability as a biomarker of Alzheimer’s disease progression: A dynamic functional network connectivity study (2021) (3)
- Safety and biomarker effects of candesartan in non-hypertensive adults with prodromal Alzheimer’s disease (2022) (3)
- Two-Step Feature Selection for Identifying Developmental Differences in Resting fMRI Intrinsic Connectivity Networks (2019) (3)
- A method for building a genome-connectome bipartite graph model (2019) (3)
- Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint (2021) (3)
- A Decentralized ComBat Algorithm and Applications to Functional Network Connectivity (2022) (3)
- Three‐way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data (2021) (3)
- Complete Model Identification Using Independent Vector Analysis: Application to the Fusion of Task FMRI Data (2021) (3)
- Associations between grip strength, brain structure, and mental health in > 40,000 participants from the UK Biobank (2022) (3)
- Efficient Blockwise Permutation Tests Preserving Exchangeability (2014) (3)
- Schizophrenia miR-137 Locus Risk Genotype is Associated with DLPFC Hyperactivation (2015) (3)
- Learnt dynamics generalizes across tasks, datasets, and populations (2019) (3)
- Derivation and utility of schizophrenia polygenic risk associated multimodal MRI frontotemporal network (2022) (3)
- Lateral Differences in the Default Mode Network in Schizophrenia (2010) (3)
- Robust kernel canonical correlation analysis to detect gene-gene co-associations: A case study in genetics (2019) (3)
- C-ICT for Discovery of Multiple Associations in Multimodal Imaging Data: Application to Fusion of fMRI and DTI Data (2019) (3)
- Through the looking glass: Deep interpretable dynamic directed connectivity in resting fMRI (2022) (3)
- Sparse Infomax Based on Hoyer Projection and its Application to Simulated Structural MRI and SNP Data (2019) (3)
- A method to compare the discriminatory power of data-driven methods: Application to ICA and IVA (2019) (3)
- Integration of SNPs-FMRI-methylation data with sparse multi-CCA for schizophrenia study. (2016) (3)
- Graph Modularity and Randomness Measures : A Comparative Study (2018) (3)
- aNy-way Independent Component Analysis (2020) (3)
- Schizophrenia Prediction Using Integrated Imaging Genomic Networks (2017) (3)
- Developmental trajectory of MEG resting-state oscillatory activity in children and adolescents: a longitudinal reliability study. (2022) (2)
- Parallel EEG-fMRI ICA Decomposition (2010) (2)
- Association of Neuroimaging Data with Behavioral Variables: A Class of Multivariate Methods and Their Comparison Using Multi-Task FMRI Data (2022) (2)
- Sparse representation of complex-valued fMRI data based on spatiotemporal concatenation of real and imaginary parts (2020) (2)
- Applications of models to understanding cognitive dysfunction: Schizophrenia and semantic memory (2007) (2)
- Satellite Imaging of Global Urbanicity relate to Adolescent Brain Development and Behavior (2019) (2)
- 328. Differences in white matter connectivity in men and women with and without schizophrenia (2000) (2)
- Guest Editorial for Special Section on Multimodal Biomedical Imaging: Algorithms and Applications (2013) (2)
- Application of ICA to realistically simulated 1H-MRS data (2015) (2)
- MRI-based deep learning can discriminate between temporal lobe epilepsy, Alzheimer’s disease, and healthy controls (2023) (2)
- Proceedings of IEEE Machine Learning for Signal Processing Workshop XV (2005) (2)
- Semi-blind kurtosis maximization algorithm applied to complex-valued fMRI data (2011) (2)
- Author Correction: Distinct thalamocortical network dynamics are associated with the pathophysiology of chronic low back pain (2020) (2)
- Disruptions in global network segregation and integration in adolescents and young adults with fetal alcohol spectrum disorder. (2021) (2)
- A Feature-Based Approach To Combine Multimodal Brain Imaging Data (2005) (2)
- Explainable Fuzzy Clustering Framework Reveals Divergent Default Mode Network Connectivity Dynamics in Schizophrenia (2023) (2)
- Few Structural Brain Changes Associated With Moderate-Intensity Interval Training and Low-Intensity Continuous Training in a Randomized Trial of Fitness and Older Adults. (2020) (2)
- Brain language: Uncovering functional connectivity codes (2017) (2)
- Fusion of concurrent single trial EEG data and fMRI data using multi-set canonical correlation analysis (2010) (2)
- Two-step clustering-based pipeline for big dynamic functional network connectivity data (2022) (2)
- Investigating ADHD subtypes in children using temporal dynamics of the electroencephalogram (EEG) microstates * (2021) (2)
- Identifying Alcohol Use Disorder With Resting State Functional Magnetic Resonance Imaging Data: A Comparison Among Machine Learning Classifiers (2022) (2)
- Statelets: high dimensional predominant shapes in dynamic functional network connectivity (2020) (2)
- Default mode network dynamic functional network connectivity predicts psychotic symptom severity (2022) (2)
- Age-related Structural and Functional Variations in 5967 Individuals across the Adult Lifespan (2019) (2)
- Discriminating VCID subgroups: A diffusion MRI multi-model fusion approach (2020) (2)
- Multi-model Order ICA: A Data-driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales (2021) (2)
- Moving beyond the ‘CAP’ of the Iceberg: Intrinsic connectivity networks in fMRI are continuously engaging and overlapping (2021) (2)
- Phase fMRI informs whole-brain function connectivity balance across lifespan with connection-specific aging effects during the resting state (2019) (2)
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- Frequency amplitude differences in substance users resting state functional network connectivity (2016) (0)
- Complex-valued analysis and visualization of fMRI data for event-related and block-design paradigms (2012) (0)
- Response to Letter to the Editor: NMO 00164‐2017 (2017) (0)
- Author index (1988) (0)
- Adolescent Psychopathic Traits Negatively Relate to Hemodynamic Activity within the Basal Ganglia during Error-Related Processing (2019) (0)
- A Method for Analyzing Abnormal Integration Between the Brain Regions in Schizophrenia (2020) (0)
- Reduced sine hyperbolic polynomial model for brain neuro-developmental analysis (2020) (0)
- Author index (1988) (0)
- Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis (2018) (0)
- Correlation of Clinical Symptoms with Temporal and Frontoparietal Lobe Response During an Auditory 'Odball' Task of Chronic and First Episode Schizophrenia Patients (N=190) (2009) (0)
- Distinct neuronal patterns of positive and negative moral processing in psychopathy (2016) (0)
- Spatiospectral Decomposition of Multi-subject EEG: Evaluating Blind Source Separation Algorithms on Real and Realistic Simulated Data (2016) (0)
- Recommendations for Prospective Multi-Center Functional Magnetic Resonance Imaging Studies (2012) (0)
- Brain networks underlying active hallucinations during fMRI in schizophrenia (2014) (0)
- Relationship between Dynamic Blood-Oxygen-Level-Dependent Activity and Functional Network Connectivity: Characterization of Schizophrenia Subgroups (2021) (0)
- SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training (2023) (0)
- Motion parameter regression decreases accuracy of estimated activation (2017) (0)
- An interpretable connectivity-based decoding model for classification of chronic marijuana use (2021) (0)
- Abnormal sensory registration, deviance detection, and attention allocation in the schizophrenia prodrome (2008) (0)
- Classifying Schizophrenia Subjects by Fusing Networks From Single-Nucleotide Polymorphisms, DNA Methylation, and Functional Magnetic Resonance Imaging Data (2017) (0)
- Predicting cognitive decline in MCI subjects using the Fusion ICA Toolbox to combine multimodality neuroimaging data (2011) (0)
- Whole Brain Parcellation Based on Group-ICA of Tractography Connectivity Maps Shows Differences in Schizophrenia Subjects and Healthy Controls (2012) (0)
- P568. Spatio-Temporal Features of Brain Functional Networks Predict Psychiatric Disorders (2022) (0)
- Emerging Uniqueness of the Cingulo-Opercular Network Precedes Psychological Distress in Early Adolescence (2021) (0)
- Transdiagnostic multimodal neuroimaging in psychosis: structural, resting-state, and task MRI correlates of cognitive control (2018) (0)
- Nonlinear magnitude and linear phase behaviors of complex T2* imaging (2015) (0)
- Multiframe Evolving Dynamic Functional Connectivity (EVOdFNC): A Method for Constructing and Investigating Functional Brain Motifs (2021) (0)
- Multimodality fusion of neuroimaging data in predicting abnormal cognitive decline in aging (2011) (0)
- Central Nervous System (CNS) Mechanisms of Nausea in Gastroparesis: An fMRI Based Case–Control Study (2017) (0)
- Corrigendum to “Lateralization of resting state networks and relationship to age and gender” [NeuroImage 104 (2015) 310–325] (2017) (0)
- Ultra-high-order ICA: fine overlapping functional parcellations and spatiotemporal reconfiguration (2020) (0)
- Estimation of neuronal responses from fMRI data (2011) (0)
- A TTEND TO CONNECT : END-TO-END BRAIN FUNCTIONAL CONNECTIVITY ESTIMATION (2021) (0)
- Modelling similarity statistics in the chronnectome to quantify replicability of dynamic connectivity patterns in 7500 resting fMRI datasets (2016) (0)
- An fMRI study of multimodal selective attention in schizophrenia - CORRIGENDUM. (2018) (0)
- The effects of task context and brain injury on default mode network brain functional connectivity (2009) (0)
- Disruptions in Functional Neural Connectivity During Drunk Driving (2009) (0)
- Exploration of the optimal group-discriminating features using CC-ICA (2008) (0)
- Imaging Genetics Reveals Shared Mechanisms Behind Psychotic Symptom Profiles in Schizophrenia and Bipolar Disorder (2021) (0)
- Optimal sampling geometries for TV-norm reconstruction of fMRI data (2008) (0)
- P2-302 FMRI alterations medial temporal and neocortical networks in MCI and AD (2006) (0)
- S93CHANGE IN BRAIN FUNCTION DURING BEHAVIORAL INHIBITION MEDIATES ASSOCIATION BETWEEN BASELINE DNA METHYLATION AND CHANGE IN ALCOHOL USE (2019) (0)
- SEPARABILITY , STATIONARITY , AND INFERENCE (2001) (0)
- Phase fMRI informs whole-brain function connectivity balance across lifespan with connection-specific aging effects during the resting state (2019) (0)
- T231. Reduced Resting-State Functional Connectivity Between Cerebellar Lobules and Cortical Regions in Individuals With Schizophrenia (2018) (0)
- Explorer Epigenome-wide meta-analyses of blood DNA methylation and its association with subcortical volumes (2019) (0)
- Joint Blind Source Separation for Multimodality Data Fusion through Subject Co-variations (0)
- Cover Image (2020) (0)
- Sequential Sparse NMF (2011) (0)
- DNA methylation under the major depression pathway predicts pediatric quality of life four-month post-pediatric mild traumatic brain injury (2021) (0)
- Abnormal fronto-limbic engagement in incarcerated stimulant users during moral processing (2016) (0)
- Source-based morphometry reveals gray matter differences related to suicidal behavior in criminal offenders (2018) (0)
- Age-Related Prefrontal Network Connectivity Pattern Changes are Associated With Risk for Psychosis (2021) (0)
- Whole-Brain Functional Connectivity Dynamics Associated with Electroconvulsive Therapy Treatment Response (2020) (0)
- P437. High-Resolution Structural MRI Suggests Protective Effects of Amygdala and Hippocampal Subregional Volume Following Traumatic Experiences (2022) (0)
- Satellite Imaging of Global Urbanicity relates to Brain and Behavior in Young People (2021) (0)
- Predicting schizophrenia by fusing networks from SNPs, DNA methylation and fMRI data. (2016) (0)
- Brain connectomics: time for a molecular imaging perspective? (2023) (0)
- Multimodal fusion of brain structural and functional imaging with a deep neural machine translation approach (2016) (0)
- Research report f MRI evidence that the neural basis of response inhibition is (2003) (0)
- MTHFR 677C [rightward arrow] T genotype disrupts prefrontal function in schizophrenia through an interaction with COMT 158Val [rightward arrow] Met (2008) (0)
- Difference in regional neural fluctuations and functional connectivity in Crohn’s disease: a resting-state functional MRI study (2018) (0)
- Machine learning classification of chronic traumatic brain injury using diffusion tensor imaging and NODDI: A replication and extension study (2023) (0)
- UNCORRECTED PROOF 1 Functional and effective connectivity of stopping (2014) (0)
- Identifying dynamic connectivity states using affinity propagation clustering (2018) (0)
- Early Anxiety, Depressive, and Post-Traumatic Stress Symptoms Impact Cortical Thinning Trajectories Throughout Adolescence (2020) (0)
- Impact of Model Order Choice on the Results of Parallel Independent Component Analysis (2020) (0)
- P191. Multimodal Data Fusion of Cortical-Subcortical Morphology and Functional Network Connectivity in Psychotic Spectrum Disorder (2022) (0)
- 205. Deep Learning Approaches to Unimodal and Multimodal Analysis of Brain Imaging Data With Applications to Mental Illness (2018) (0)
- 6554 IVA TO DETECT SPATIAL MAP DIFFERENCES BETWEEN SCHIZOPHRENIA PATIENTS AND HEALTHY CONTROLS (2013) (0)
- Building Models of Functional Interactions Among Brain Domains that Encode Varying Information Complexity: A Schizophrenia Case Study (2020) (0)
- Derivation and Validation of Poly-Network Risk Scores by Combining Large Clinical and Population Based Neuroimaging Data (2023) (0)
- UNCORRECTED PROOF 1Q1 COINS Data Exchange: An open platform for compiling, curating, and 2 disseminating neuroimaging data (2015) (0)
- Session TP2: Analysis methods for functional and structural brain imaging (2008) (0)
- Interdependencies among Resting-State networks in Schizophrenia using Independent Component Analysis (2007) (0)
- F254. Social Processing Subtyping and Functional Neural Architecture Across Autism Spectrum Disorder, Schizophrenia and Non-Clinical Sample (2018) (0)
- Polymeric controlled release and transport in the brain - A mathematical model (1993) (0)
- An Accelerated Rank-(L,L,1,1) Block Term Decomposition Of Multi-Subject Fmri Data Under Spatial Orthonormality Constraint (2022) (0)
- 0439 FRONTO-TEMPORAL CORTICAL DYSFUNCTION DURING ATTENTION AND WORKING MEMORY FMRI TASKS IN PRODROMAL AND EARLY ILLNESS SCHIZOPHRENIA (2006) (0)
- P416. Cerebral Blood Flow and Cardiovascular Risk Factor Effects on Resting Brain Regional Homogeneity (2022) (0)
- On an adaptive ICA method with application to biomedical image analysis (2004) (0)
- Sex-related differences in brain dynamism at rest as neural correlates of positive and negative valence system constructs (2020) (0)
- Polygenic Hazard Score Associated Multimodal Brain Networks Along the Alzheimer’s Disease Continuum (2021) (0)
- F163. A Psychiatric Disease-Related Circular RNA Controls Neuronal Function and Cognition (2019) (0)
- Dataset of brain functional connectome and its maturation in adolescents (2022) (0)
- In-between and cross-frequency dependence-based summarization of resting-state fMRI data (2018) (0)
- Graph Laplacian learning based Fourier Transform for brain network analysis with resting state fMRI (2020) (0)
- Exploring covarying brain patterns of schizophrenic working memory deficit: a replication study (2017) (0)
- Peering Beyond the Gradient Veil with Distributed Auto Differentiation (2021) (0)
- Imaging epigenetics study of schizophrenia with structure-enforced collaborative regression (2020) (0)
- WITHDRAWN: Erratum to "Does function follow form?: Methods to fuse structural and functional brain images show decreased linkage in schizophrenia" [NeuroImage 49 (2010) 2626-2637]. (2010) (0)
- 41. Spect RCBF patterns and prediction of 2-year cognitive outcome in early Alzheimer's disease (1998) (0)
- P592. Path-Based Differential in Multi-Modal Brain Networks (2022) (0)
- DYNAMICS OF INTRINSIC CONNECTIVITY NETWORKS IN SCHIZOPHRENIA (2014) (0)
- Progress in EEG: Multi-subject Decomposition and Other Advanced Signal Processing Approaches (2018) (0)
- Parallel group ICA for multimodal biomedical data analyses (2015) (0)
- P569. Multimodal Classification of Mood and Mental Disorders (2022) (0)
- POSTICA PHASE DENOISING FOR RESTINGSTATE COMPLEXVALUED FMRI DATA (2017) (0)
- Detecting volumetric changes in fMRI connectivity networks in schizophrenia patients (2014) (0)
- Alcohol Intoxication Effects On A Visual Perception Task: An fMRI Study (2003) (0)
- Electroconvulsive therapy response and hippocampal resting state functional connectivity in older patients with major depressive disorder (2014) (0)
- Phase fMRI reveals sparser function connectivity than magnitude fMRI (2019) (0)
- IVA-Based Spatio-Temporal Dynamic Connectivity Analysis in Large-Scale FMRI Data (2018) (0)
- DATA-DRIVEN ANALYSIS AND VISUALIZATION OF COMPLEX FMRI DATA : APPLICATION TO AN EVENT-RELATED PARADIGM (2012) (0)
- BNCPL: Brain-Network-based Convolutional Prototype Learning for Discriminating Depressive Disorders (2021) (0)
- Resting fMRI measures are associated with cognitive deficits in schizophrenia assessed by the MATRICS consensus cognitive battery (2015) (0)
- Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes (2022) (0)
- CommsVAE: Learning the brain's macroscale communication dynamics using coupled sequential VAEs (2022) (0)
- Spatio-temporally separable non-linear latent factor learning: an application to somatomotor cortex fMRI data (2022) (0)
- New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning (2022) (0)
- Functional connectivity changes during visual processing associated with grey matter atrophy in Alzheimer's disease (2010) (0)
- Higher-order Organization in the Human Brain from Matrix-Based Rényi's Entropy (2023) (0)
- An active learning framework for personalized deep brain stimulation (2023) (0)
- Interpretable LSTM model reveals transiently-realized patterns of dynamic brain connectivity that predict patient deterioration or recovery from very mild cognitive impairment (2023) (0)
- A two-step clustering-based pipeline for big dynamic functional network connectivity data. (2022) (0)
- P77. Whole Brain Dynamic Functional Network Connectivity Features are Linked to Spatial Orientation in Healthy Young Adults (2022) (0)
- Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion (2022) (0)
- A method for capturing dynamic spectral coupling in resting fMRI reveals domain-specific patterns in schizophrenia (2023) (0)
- Increased spatial granularity of left brain activation and unique age/gender signatures: a 4D frequency domain approach to cerebral lateralization at rest (2015) (0)
- Uncovering Active Structural Subspaces Associated with Changes in Indicators for Alzheimer’s Disease (2021) (0)
- A Supervised Contrastive Learning-based Analysis of rs-tMRI Data Captures Gender Differences in Nonlinear Functional Network Coupling* (2022) (0)
- Detecting Label Noise from Multi-site Structural Magnetic Resonance Imaging Data to Mitigate Inaccurate Nosology in Mental Health (2020) (0)
- Association between empathy and drinking among a community sample of heavy drinkers: Sex differences and neural correlates. (2022) (0)
- Gradient Theories of Brain Activation: a Novel Application to Studying the Parental Brain (2019) (0)
- 52. Brain-Wide Risk Score (BRS): Predicting the Risk of Psychiatric Disorders in Adolescents Using a Whole Brain Network-Based Framework (2023) (0)
- Shared sets of correlated polygenic risk scores and voxel-wise grey matter across multiple traits identified via bi-clustering (2021) (0)
- Symmetric data-driven fusion of diffusion tensor MRI: Age differences in white matter (2023) (0)
- Evidence of shared and distinct functional and structural brain signatures in schizophrenia and autism spectrum disorder (2021) (0)
- Genome-Transcriptome-Functional Connectivity-Cognition Link Differentiates Schizophrenia From Bipolar Disorder. (2022) (0)
- Left amygdala structure mediates longitudinal associations between exposure to threat and long‐term psychiatric symptomatology in youth (2022) (0)
- A deep residual model for characterization of 5D spatiotemporal network dynamics reveals widespread spatiodynamic changes in schizophrenia (2022) (0)
- SVR-based Multimodal Active Subspace Analysis for the Brain using Neuroimaging Data (2022) (0)
- Glacier: Glass-Box Transformer for Interpretable Dynamic Neuroimaging (2023) (0)
- Age-related network connectivity pattern changes are associated with risk for psychosis (2022) (0)
- Determining four confounding factors in individual cognitive traits prediction with functional connectivity: an exploratory study. (2022) (0)
- Cerebro-cerebellar functional neuroplasticity mediates the effect of electric field on electroconvulsive therapy outcomes (2023) (0)
- Discovery and Replication of Time-Resolved Functional Network Connectivity Differences in Adolescence and Adulthood in over 50K fMRI Datasets (2022) (0)
- Explicitly Nonlinear Dynamic Functional Network Connectivity In Resting-State fMRI Data (2022) (0)
- Neuroimaging alterations and relapse in early-stage psychosis (2022) (0)
- Explainable Multimodal Deep Dictionary Learning to Capture Developmental Differences from Three fMRI Paradigms. (2023) (0)
- A Unified Framework for Modularizing and Comparing Time-Resolved Functional Connectivity Methods (2022) (0)
- Individualizing TMS treatment targets for PTSD using neuroimaging: Preliminary findings from an ongoing clinical trial (2023) (0)
- Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression (2023) (0)
- Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression. (2023) (0)
- Group independent components underpin responses to items from a depression scale. (2023) (0)
- Direct linkage detection with multimodal IVA fusion reveals markers of age, sex, cognition, and schizophrenia in large neuroimaging studies (2022) (0)
- The Individualized Prediction of Neurocognitive Function in People Living With HIV Based on Clinical and Multimodal Connectome Data (2023) (0)
- Multimodal Analysis Uncovers Links between Grey Matter Volume and both Low-and High-frequency Dynamic Connectivity States in Schizophrenia (2022) (0)
- Deep Learning From Imaging Genetics for Schizophrenia Classification (2022) (0)
- 543. MultiModal Framework for Mental Disorders Classification (2023) (0)
- Overlap across psychotic disorders: A functional network connectivity analysis (2022) (0)
- A functional connectome signature of blood pressure in >30,000 participants from the UK Biobank. (2022) (0)
- Functional network interactions in patients with schizophrenia with persistent auditory verbal hallucinations: A multimodal MRI fusion approach using three-way pICA (2023) (0)
- An fMRI examination of the neural basis of suicide attempts: The role of mentalizing in the context of mood (2022) (0)
- Structure/function interrelationships and illness insight in patients with schizophrenia: a multimodal MRI data fusion study. (2023) (0)
- P541. Dynamic Functional Network Connectivity Features Overlap Across Psychotic Disorders (2022) (0)
- Dynamic functional connectivity patterns associated with dementia risk (2022) (0)
- dcSBM: A federated constrained source-based morphometry approach for multivariate brain structure mapping (2022) (0)
- A Contrastive Learning-Based Approach To Measure Spatial Coupling Among Brain Networks: A Schizophrenia Study (2022) (0)
- Joint cmICA: auto-linking of structural and functional connectivity (2022) (0)
- Combining Big and Clinical Neuroimaging Data: Analytic Strategies for Studying Categorical and Dimensional Neuroimaging Markers of Mental Illness (2022) (0)
- Joint connectivity matrix independent component analysis: Auto‐linking of structural and functional connectivities (2022) (0)
- Correction: Links between electroconvulsive therapy responsive and cognitive impairment multimodal brain networks in late-life major depressive disorder (2023) (0)
- Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning (2021) (0)
- Neuroimaging signature associated with symptom exacerbation in early-stage psychosis (2021) (0)
- Amygdala and hippocampal subregions mediate outcomes following trauma during typical development: Evidence from high-resolution structural MRI (2022) (0)
- P173. Specificity of Psychiatric Polygenic Risk Scores and Their Effects on Associated Risk Phenotypes (2022) (0)
- Prediction of gender from longitudinal MRI data via deep learning on adolescent data reveals unique patterns associated with brain structure and change over a two-year period (2022) (0)
- Correction: Obesity and brain structure in schizophrenia - ENIGMA study in 3021 individuals. (2023) (0)
- Probing the link between the APOE-ε4 allele and whole-brain gray matter using deep learning (2022) (0)
- Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series (2022) (0)
- A method for estimating and characterizing explicitly nonlinear dynamic functional network connectivity in resting-state fMRI data (2023) (0)
- Neurostructural brain imaging study of trait dissociation in healthy children (2022) (0)
- Edinburgh Research Explorer Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex (2017) (0)
- A systematic review of neuroimaging epigenetic research: calling for an increased focus on development (2023) (0)
- P428. Altered Trajectory of dMPFC Connectivity in Youth With Subclinical Anxiety and PTSD Symptoms (2022) (0)
- Cognition, Aryl Hydrocarbon Receptor Repressor Methylation, and Abstinence Duration-Associated Multimodal Brain Networks in Smoking and Long-Term Smoking Cessation (2022) (0)
- Constrained Independent Component Analysis Based on Entropy Bound Minimization for Subgroup Identification from Multi-subject fMRI Data (2023) (0)
- Aberrant resting-state functional connectivity associated with childhood trauma among juvenile offenders (2023) (0)
- Identification of Homogeneous Subgroups from Resting-State fMRI Data (2023) (0)
- Neuroanatomical correlates of screening for aphasia in NeuroDegeneration (SAND) battery in non-fluent/agrammatic variant of primary progressive aphasia (2022) (0)
- Global urbanicity is associated with brain and behaviour in young people (2021) (0)
- Multi-model order spatially constrained ICA reveals highly replicable group differences and consistent predictive results from fMRI data (2022) (0)
- Mind the gap: functional network connectivity interpolation between schizophrenia patients and controls using a variational autoencoder (2022) (0)
- Multi-Model Order Spatially Constrained Ica Reveals Highly Replicable Group Differences and Consistent Predictive Results from Resting Data: A Large N Fmri Schizophrenia Study (2022) (0)
- Learning Active Multimodal Subspaces in the Brain (2021) (0)
- Fine temporal brain network structure modularizes and localizes differently in men and women: Insights from a novel explainability framework (2022) (0)
- Aberrant brain functional and structural developments in MECP2 duplication rats (2022) (0)
- Developmental and aging resting functional magnetic resonance imaging brain state adaptations in adolescents and adults: A large N (>47K) study (2023) (0)
- Multivariate Patterns Of Brain Perfusion And Deformation-based Atrophic Changes In Normal Aging (2010) (0)
- Cross-continental environmental and genome-wide association study on children and adolescent anxiety and depression (2023) (0)
- Neural Excitation/Inhibition Ratio Augments the Phenotypic Classification of Autism Spectrum Disorder and Schizophrenia (2023) (0)
- Exploring the longitudinal associations of functional network connectivity and psychiatric symptom changes in youth (2022) (0)
- 11-11-2010 MEG and f MRI Fusion for Non-Linear Estimation of Neural and BOLD Signal Changes (2018) (0)
- Correction: Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals (2022) (0)
- Going from lines to triangles: A formulation for time-frequency moments of time-series with application to study fMRI (2022) (0)
- Comparison of Energy Signals from the 4D DWT of Resting State FMRI Data Obtained from a Study on Schizophrenia (2022) (0)
- An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development (2022) (0)
- Relationship of Hemodynamic Delay and Sex Differences Among Adolescents Using Resting-state fMRI Data (2022) (0)
- Maximum Classifier Discrepancy Generative Adversarial Network for Jointly Harmonizing Scanner Effects and Improving Reproducibility of Downstream Tasks (2022) (0)
- Enhanced dynamic functional connectivity (whole-brain chronnectome) in chess experts (2020) (0)
- A 5D approach to study spatio-temporal dynamism of resting-state brain networks in schizophrenia (2022) (0)
- Brain multimodal co-alterations related to delay discounting: a multimodal MRI fusion analysis in persons with and without cocaine use disorder (2021) (0)
- Classification of Schizophrenia and Alzheimer's Disease using Resting-State Functional Network Connectivity (2022) (0)
- Improving Explainability for Single-Channel EEG Deep Learning Classifiers via Interpretable Filters and Activation Analysis (2023) (0)
- Confirmatory Factor Analysis on Mental Health Status using ABCD Cohort (2021) (0)
- Multimodal fusion of multiple rest fMRI networks and MRI gray matter via multilink joint ICA reveals highly significant function/structure coupling in Alzheimer’s disease (2023) (0)
- A deep generative multimodal imaging genomics framework for Alzheimer's disease prediction (2022) (0)
- iSparse kmeans: a two-step clustering approach for big dynamic functional network connectivity data (2022) (0)
- Cognitive Implications of Correlated Structural Network Changes in Schizophrenia (2022) (0)
- A Wide Open Window Our Guest Editors ’ Introduction to fMRI BY (2006) (0)
- Connectome architecture shapes large-scale cortical reorganization in schizophrenia: a worldwide ENIGMA study (2023) (0)
- A Novel Neighborhood Rough Set-Based Feature Selection Method and Its Application to Biomarker Identification of Schizophrenia (2022) (0)
- Two-Dimensional Attentive Fusion for Multi-Modal Learning of Neuroimaging and Genomics Data (2022) (0)
- Development of voice digital biomarkers in AD, their associations with CSF amyloid beta (Aß1‐42) and their underlying neural representations (2021) (0)
- Correction to: Multi-Subject Analysis for Brain Developmental Patterns Discovery via Tensor Decomposition of MEG Data (2023) (0)
- Evaluation of boundaries between mood and psychosis disorder using dynamic functional network connectivity (dFNC) via deep learning classification. (2023) (0)
- Single Sideband Modulation as a Tool To Improve Functional Connectivity Estimation (2022) (0)
- Development of digital voice biomarkers and associations with cognition, cerebrospinal biomarkers, and neural representation in early Alzheimer's disease (2023) (0)
- Predictive signature of static and dynamic functional connectivity for ECT clinical outcomes (2023) (0)
- Longitudinal Changes in Resting State FMRI Spectra in Children (2022) (0)
- Refacing Defaced MRI with PixelCNN (2022) (0)
- Multimodal data revealed different neurobiological correlates of intelligence between males and females (2019) (0)
- Imputed Gene Expression versus Single Nucleotide Polymorphism in Predicting Gray Matter Phenotypes (2023) (0)
- Reliability and clinical utility of spatially constrained estimates of intrinsic functional networks from very short fMRI scans (2023) (0)
- Changes in Patterns of Age-Related Network Connectivity are Associated With Risk for Schizophrenia (2023) (0)
- 21. Associations of Physical Frailty With Health Outcomes and Brain Structure in 483,033 Adults From the UK Biobank (2023) (0)
- Five negative symptom domains are differentially associated with resting state amplitude of low frequency fluctuations in Schizophrenia (2023) (0)
- The MCIC Collection: A Shared Repository of Multi-Modal, Multi-Site Brain Image Data from a Clinical Investigation of Schizophrenia (2013) (0)
- Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion (2018) (0)
- BRAIN IMAGING AND NEUROPSYCHOLOGICAL TESTING: ARE THEY DIAGNOSTIC TESTS? (2008) (0)
- Decreased hemispheric connectivity and decreased intra- and inter- hemisphere asymmetry of resting state functional network connectivity in schizophrenia (2017) (0)
- White matter abnormalities in schizophrenia: A multi-site diffusion tensor imaging study (2008) (0)
- Clinical and cortical similarities identified between bipolar disorder I and schizophrenia: A multivariate approach (2022) (0)
- P181. Cortical Similarities Between Bipolar I Disorder and Schizophrenia: A Multivariate Approach (2022) (0)
- ENIGMA (2019). An overlapping pattern of cerebral cortical thinning is associated with both positive symptoms and aggression in schizophrenia via the ENIGMA consortium. Psychological Medicine . (2019) (0)
- Predicting cognitive decline in MCI subjects using the fusion ICA toolbox to combine multimodality neuroimaging data (2011) (0)
- Multimodal Neuroimaging in Schizophrenia: Description and Dissemination (2017) (0)
- Genomic patterns linked to gray matter alterations underlying working memory deficits in adults and adolescents with attention-deficit/hyperactivity disorder (2023) (0)
- Abnormal brain structure implicated in patients with functional dyspepsia (2017) (0)
- Differentiating emotional processing and attention in psychopathy with functional neuroimaging (2017) (0)
- Using the Excitation/Inhibition Ratio to Optimize the Classification of Autism Spectrum Disorder and Schizophrenia (2022) (0)
- Brain functional mapping and network connectivity of reconstructed magnetic susceptibility data (2018) (0)
- IC-101-05 fMRI alterations in medial temporal and default mode activity in MCI and AD (2006) (0)
- Multimodal MRI of myalgic encephalomyelitis/chronic fatigue syndrome: A cross-sectional neuroimaging study toward its neuropathophysiology and diagnosis (2022) (0)
- P398. Developmental Differences in Eyes-Open Versus Eyes-Closed Spontaneous Cortical Dynamics (2022) (0)
- Dynamic Persistent Homology for Brain Networks via Wasserstein Graph Clustering (2022) (0)
- 070 Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes (2021) (0)
- A New Semi-Supervised Non-Negative Matrix Factorization Method For Brain Dynamic Functional Connectivity Analysis (2021) (0)
- Fully automated ordering and labeling of ICA components (2020) (0)
- Decentralized Brain Age Estimation using MRI Data (2021) (0)
- FV7 Dynamic connectivity patterns indicate functional recovery after acute ischemic stroke (2020) (0)
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