Author: Sophia I. Thomopoulos

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Preprints

Bridging Big Data: Procedures for Combining Non-equivalent Cognitive Measures from the ENIGMA Consortium

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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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Age-dependent genetic variants associated with longitudinal changes in brain structure across the lifespan

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The ENIGMA Toolbox: Cross-disorder integration and multiscale neural contextualization of multisite neuroimaging datasets

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FiberNET: An ensemble deep learning framework for clustering white matter fibers

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Style Transfer Using Generative Adversarial Networks for Multi-Site MRI Harmonization

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Brain Aging in Major Depressive Disorder: Results from the ENIGMA Major Depressive Disorder working group

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Cortical Thickness Trajectories across the Lifespan: Data from 17,075 healthy individuals aged 3-90 years

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Molecular and connectomic vulnerability shape cross-disorder cortical abnormalities

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Accurate brain age prediction using recurrent slice-based networks

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Planar cell polarity pathway and development of the human visual cortex

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Subcortical Volume Trajectories across the Lifespan: Data from 18,605 healthy individuals aged 3-90 years

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Coordinated Cortical Thickness Alterations across Psychiatric Conditions: A Transdiagnostic ENIGMA Study

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Diffusion MRI Metrics and their Relation to Dementia Severity: Effects of Harmonization Approaches

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Hippocampal subfield volumes are uniquely affected in PTSD and depression: International analysis of 31 cohorts from the PGC-ENIGMA PTSD Working Group

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FiberNet 2.0: An Automatic Neural Network Based Tool for Clustering White Matter Fibers in the Brain

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3D Convolutional Neural Networks for Classification of Alzheimer's and Parkinson's Disease with T1-Weighted Brain MRI

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  • Site-wide: 68,981
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Multilevel neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology

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Diffusion MRI Indices and their Relation to Cognitive Impairment in Brain Aging: The updated multi-protocol approach in ADNI3

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Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium

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  • In psychiatry and clinical psychology: 410
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Structural Covariance Networks in Post-Traumatic Stress Disorder: A Multisite ENIGMA-PGC Study

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FiberNeat: Unsupervised White Matter Tract Filtering

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Alzheimer's Disease Classification Accuracy is Improved by MRI Harmonization based on Attention-Guided Generative Adversarial Networks

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White Matter Alterations In Parkinson's Disease Mapped Using Tractometry

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Altered cortical brain structure and increased risk for disease seen decades after perinatal exposure to maternal smoking: A study of 9,000 adults in the UK Biobank

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  • Site-wide: 111,324
  • In neuroscience: 16,092
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Brain Structure in Acutely Underweight and Partially Weight-Restored Individuals with Anorexia Nervosa - A Coordinated Analysis by the ENIGMA Eating Disorders Working Group

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  • Site-wide: 112,282
  • In psychiatry and clinical psychology: 603
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  • Site-wide: 56,161
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  • Site-wide: 37,611

Multisite Test-Retest Reliability and Compatibility of Brain Metrics derived from FreeSurfer Versions 7.1, 6.0, and 5.3

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  • Site-wide: 114,316
  • In neuroscience: 16,721
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  • Site-wide: 19,216

Dissociable Cellular and Genetic Mechanisms of Cortical Thinning at Different Life Stages

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Evaluation of Transfer Learning Methods for Detecting Alzheimer's Disease with Brain MRI

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  • In neuroscience: 25,383
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  • Site-wide: 8,017
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Learning Optimal White Matter Tract Representations from Tractography using a Deep Generative Model for Population Analyses

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In vivo white matter microstructure in adolescents with early-onset psychosis: a multi-site mega-analysis via the ENIGMA Consortium.

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  • In psychiatry and clinical psychology: 1,212
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Spinal cord damage in Friedreich's ataxia: Results from ENIGMA-Ataxia

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  • In neurology: 1,249
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Childhood trauma moderates schizotypy-related brain morphology: Analyses of 1,182 healthy individuals from the ENIGMA Schizotypy working group

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  • Site-wide: 185,439
  • In psychiatry and clinical psychology: 1,255
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  • Site-wide: 1,753

Style Transfer Generative Adversarial Networks to Harmonize Multi-Site MRI to a Single Reference Image to Avoid Over-Correction

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  • Site-wide: 196,061
  • In neuroscience: 29,131
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Altered Lateralization of the Cingulum in Deployment-Related Traumatic Brain Injury: An ENIGMA Military-Relevant Brain Injury Study

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  • In neurology: 1,441
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Smaller total and subregional cerebellar volumes in posttraumatic stress disorder: a mega-analysis by the ENIGMA-PGC PTSD workgroup

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  • Site-wide: 203,288
  • In neuroscience: 30,171
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Predicting Dementia Severity by Merging Anatomical and Diffusion MRI with Deep 3D Convolutional Neural Networks

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Preliminary Validation of a Structural Magnetic Resonance Imaging Metric for Tracking Dementia-Related Neurodegeneration and Future Decline

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  • In health informatics: 1,047
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Multimodal Imaging-Based Classification of PTSD Using Data-Driven Computational Approaches: A Multisite Big Data Study from the ENIGMA-PGC PTSD Consortium

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  • Site-wide: 210,368
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UNSUPERVISED HARMONIZATION OF BRAIN MRI USING 3D CYCLE GANS AND ITS EFFECT ON BRAIN AGE PREDICTION

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