Author: Vince D. Calhoun

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Preprints

Novel Methods for Elucidating Modality Importance in Multimodal Electrophysiology Classifiers

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The genetic architecture of the human cerebral cortex

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Greater male than female variability in regional brain structure across the lifespan

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Brain charts for the human lifespan

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Mapping Cortical Brain Asymmetry in 17,141 Healthy Individuals Worldwide via the ENIGMA Consortium

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Tractography dissection variability: what happens when 42 groups dissect 14 white matter bundles on the same dataset?

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Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises

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Resting-State fMRI Dynamics and Null Models: Perspectives, Sampling Variability, and Simulations

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Privacy-preserving quality control of neuroimaging datasets in federated environments

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Planar cell polarity pathway and development of the human visual cortex

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Hype versus hope: Deep learning encodes more predictive and robust brain imaging representations than standard machine learning

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Dynamic Functional Network Connectivity In Schizophrenia With MEG And fMRI, Do Different Time Scales Tell A Different Story?

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Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging

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Satellite Imaging of Global Urbanicity relate to Adolescent Brain Development and Behavior

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Dynamic functional connectivity analysis reveals transiently increased segregation in patients with severe stroke

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Deep Learning for Quality Control of Subcortical Brain 3D Shape Models

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Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series

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Disrupted dynamic functional network connectivity among cognitive control networks in the progression of Alzheimer's disease

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Statelets: high dimensional predominant shapes in dynamic functional network connectivity

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Unraveling Diagnostic Biomarkers of Schizophrenia through Structure-Revealing Fusion of Multi-Modal Neuroimaging Data

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A Phase II Study Repurposing Atomoxetine for Neuroprotection in Mild Cognitive Impairment

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An Explainable Deep Learning Approach for Multimodal Electrophysiology Classification

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Sparse Deep Neural Networks on Imaging Genetics for Schizophrenia Case-Control Classification

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Multiframe Evolving Dynamic Functional Connectivity (EVOdFNCs): A Method for Constructing and Investigating Functional Brain Motifs

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A novel 5D brain parcellation approach based on spatio-temporal encoding of resting fMRI data from deep residual learning

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An Approach to Automatically Label & Order Brain Activity/Component Maps

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An interpretable connectivity-based decoding model for classification of chronic marijuana use

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Moving Beyond the 'CAP' of the Iceberg: Intrinsic Connectivity Networks in fMRI are Continuously Engaging and Overlapping

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Ultra-high-order ICA: fine overlapping functional parcellations and spatiotemporal reconfiguration

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Modular and state-relevant connectivity in high-frequency resting-state BOLD fMRI data: An independent component analysis

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Multi-Spatial Scale Dynamic Interactions between Functional Sources Reveal Sex-Specific Changes in Schizophrenia

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Multiple overlapping dynamic patterns of the visual sensory network in schizophrenia

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Whole Brain Polarity Regime Dynamics are Significantly Disrupted in Schizophrenia and Correlate Strongly with Network Connectivity Measures

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A Novel Local Explainability Approach for Spectral Insight into Raw EEG-Based Deep Learning Classifiers

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A Novel Local Ablation Approach for Explaining Multimodal Classifiers

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Dynamic functional connectivity links with treatment response of electroconvulsive therapy in major depressive disorder

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Aberrant Dynamic Functional Connectivity of Default Mode Network in Schizophrenia and Links to Symptom Severity

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Decentralized Brain Age Estimation using MRI Data

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The link between static and dynamic brain functional network connectivity and genetic risk of Alzheimer's disease

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A Gradient-based Spectral Explainability Method for EEG Deep Learning Classifiers

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A METHOD FOR INTEGRATIVE ANALYSIS OF LOCAL AND GLOBAL BRAIN DYNAMICS

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Building Models of Functional Interactions Among Brain Domains that Encode Varying Information Complexity: A Schizophrenia Case Study

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The relationship between dynamic functional network connectivity and spatial orientation in healthy young adults

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Detection of Prenatal Alcohol Exposure Using Machine Learning Classification of Resting-State Functional Network Connectivity Data

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Impact of Model Order Choice on the Results of Parallel Independent Component Analysis

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Nonlinear Functional Network Connectivity In Resting fMRI Data

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A Model Visualization-based Approach for Insight into Waveforms and Spectra Learned by CNNs

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A Novel Activation Maximization-based Approach for Insight into Electrophysiology Classifiers

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Neuroimaging signature associated with symptom exacerbation in early-stage psychosis

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Learning Active Multimodal Subspaces in the Brain

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Multi-model Order ICA: A Data-driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales

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