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Author: Sophia I. Thomopoulos

  • ORCiD: http://orcid.org/0000-0002-0046-4070
  • Most recently observed institution: Imaging Genetics Center, Stevens Neuroimaging & Informatics Institute, Keck School of Medicine of USC, Marina del Rey, CA

Rankings

  • All-time downloads: 41,375 (rank: 6,428 )
  • Categories:
    • bioinformatics: 3,103 (rank: 6,914 )
    • genetics: 11,368 (rank: 1,859 (tie) )
    • health informatics: 80 (rank: 6,474 (tie) )
    • neurology: 310 (rank: 9,832 (tie) )
    • neuroscience: 22,624 (rank: 525 )
    • psychiatry and clinical psychology: 2,350 (rank: 933 )
    • radiology and imaging: 875 (rank: 983 (tie) )

Downloads per author, site-wide

Preprints

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

neuroscience more details view paper

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The genetic architecture of the human cerebral cortex

genetics more details view paper
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    • Site-wide: 1,681
    • In genetics: 35
  • Year to date:
    • Site-wide: 30,356
  • Since beginning of last month:
    • Site-wide: 26,052

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

neuroscience more details view paper
  • Downloaded 3,982 times
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    • Site-wide: 4,827
    • In neuroscience: 359
  • Year to date:
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  • Since beginning of last month:
    • Site-wide: 46,096

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

genetics more details view paper
  • Downloaded 2,855 times
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    • Site-wide: 7,815
    • In genetics: 294
  • Year to date:
    • Site-wide: 9,233
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The ENIGMA Toolbox: Cross-disorder integration and multiscale neural contextualization of multisite neuroimaging datasets

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  • Downloaded 2,592 times
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    • In neuroscience: 832
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FiberNET: An ensemble deep learning framework for clustering white matter fibers

bioinformatics more details view paper
  • Downloaded 2,443 times
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    • Site-wide: 9,921
    • In bioinformatics: 1,046
  • Year to date:
    • Site-wide: 114,492
  • Since beginning of last month:
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Style Transfer Using Generative Adversarial Networks for Multi-Site MRI Harmonization

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  • Downloaded 1,919 times
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    • Site-wide: 14,308
    • In neuroscience: 1,528
  • Year to date:
    • Site-wide: 99,970
  • Since beginning of last month:
    • Site-wide: 11,794

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

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  • Downloaded 1,764 times
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    • In neuroscience: 1,761
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Cortical Thickness Trajectories across the Lifespan: Data from 17,075 healthy individuals aged 3-90 years

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  • Downloaded 1,339 times
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    • Site-wide: 25,292
    • In neuroscience: 3,056
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Molecular and connectomic vulnerability shape cross-disorder cortical abnormalities

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  • Downloaded 1,127 times
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    • Site-wide: 33,180
    • In neuroscience: 4,242
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Accurate brain age prediction using recurrent slice-based networks

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  • Downloaded 1,096 times
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    • Site-wide: 34,629
    • In neuroscience: 4,418
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Planar cell polarity pathway and development of the human visual cortex

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  • Downloaded 1,010 times
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    • Site-wide: 39,235
    • In neuroscience: 5,184
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  • Since beginning of last month:
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Subcortical Volume Trajectories across the Lifespan: Data from 18,605 healthy individuals aged 3-90 years

neuroscience more details view paper
  • Downloaded 922 times
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    • Site-wide: 45,141
    • In neuroscience: 6,074
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    • Site-wide: None
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    • Site-wide: 81,831

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

psychiatry and clinical psychology more details view paper
  • Downloaded 919 times
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    • Site-wide: 45,352
    • In psychiatry and clinical psychology: 199
  • Year to date:
    • Site-wide: 31,559
  • Since beginning of last month:
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Diffusion MRI Metrics and their Relation to Dementia Severity: Effects of Harmonization Approaches

radiology and imaging more details view paper
  • Downloaded 884 times
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    • Site-wide: 48,317
    • In radiology and imaging: 98
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    • Site-wide: 101,345
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    • Site-wide: 51,155

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

neuroscience more details view paper
  • Downloaded 833 times
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    • Site-wide: 52,760
    • In neuroscience: 7,143
  • Year to date:
    • Site-wide: None
  • Since beginning of last month:
    • Site-wide: 151,826

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

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  • Downloaded 753 times
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    • Site-wide: 61,341
    • In neuroscience: 8,413
  • Year to date:
    • Site-wide: 165,736
  • Since beginning of last month:
    • Site-wide: 148,963

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

bioinformatics more details view paper
  • Downloaded 694 times
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    • Site-wide: 68,981
    • In bioinformatics: 6,784
  • Year to date:
    • Site-wide: 53,404
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    • Site-wide: 13,757

Multilevel neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology

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  • Downloaded 651 times
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    • Site-wide: 75,317
    • In neuroscience: 10,593
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    • Site-wide: 175,740
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Diffusion MRI Indices and their Relation to Cognitive Impairment in Brain Aging: The updated multi-protocol approach in ADNI3

neuroscience more details view paper
  • Downloaded 625 times
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    • Site-wide: 79,436
    • In neuroscience: 11,204
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Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium

psychiatry and clinical psychology more details view paper
  • Downloaded 600 times
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    • Site-wide: 83,530
    • In psychiatry and clinical psychology: 410
  • Year to date:
    • Site-wide: 144,852
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    • Site-wide: 14,663

Structural Covariance Networks in Post-Traumatic Stress Disorder: A Multisite ENIGMA-PGC Study

neuroscience more details view paper
  • Downloaded 570 times
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    • Site-wide: 89,259
    • In neuroscience: 12,839
  • Year to date:
    • Site-wide: 146,449
  • Since beginning of last month:
    • Site-wide: 56,021

FiberNeat: Unsupervised White Matter Tract Filtering

neuroscience more details view paper
  • Downloaded 569 times
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    • Site-wide: 89,548
    • In neuroscience: 12,933
  • Year to date:
    • Site-wide: 56,364
  • Since beginning of last month:
    • Site-wide: 55,364

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

neuroscience more details view paper
  • Downloaded 529 times
  • Download rankings, all-time:
    • Site-wide: 97,623
    • In neuroscience: 14,393
  • Year to date:
    • Site-wide: 78,259
  • Since beginning of last month:
    • Site-wide: 30,874

White Matter Alterations In Parkinson's Disease Mapped Using Tractometry

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  • Downloaded 508 times
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    • Site-wide: 102,517
    • In neuroscience: 14,701
  • Year to date:
    • Site-wide: 165,735
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    • Site-wide: 209,681

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

neuroscience more details view paper
  • Downloaded 470 times
  • Download rankings, all-time:
    • Site-wide: 111,324
    • In neuroscience: 16,092
  • Year to date:
    • Site-wide: None
  • Since beginning of last month:
    • Site-wide: 200,358

Brain Structure in Acutely Underweight and Partially Weight-Restored Individuals with Anorexia Nervosa - A Coordinated Analysis by the ENIGMA Eating Disorders Working Group

psychiatry and clinical psychology more details view paper
  • Downloaded 466 times
  • Download rankings, all-time:
    • Site-wide: 112,282
    • In psychiatry and clinical psychology: 603
  • Year to date:
    • Site-wide: 56,161
  • Since beginning of last month:
    • Site-wide: 37,611

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

neuroscience more details view paper
  • Downloaded 458 times
  • Download rankings, all-time:
    • Site-wide: 114,316
    • In neuroscience: 16,721
  • Year to date:
    • Site-wide: 103,454
  • Since beginning of last month:
    • Site-wide: 19,216

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

neuroscience more details view paper
  • Downloaded 299 times
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    • Site-wide: 160,296
    • In neuroscience: 24,078
  • Year to date:
    • Site-wide: 32,953
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    • Site-wide: 28,475

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

neuroscience more details view paper
  • Downloaded 280 times
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    • Site-wide: 166,147
    • In neuroscience: 25,383
  • Year to date:
    • Site-wide: 8,017
  • Since beginning of last month:
    • Site-wide: 22,871

Learning Optimal White Matter Tract Representations from Tractography using a Deep Generative Model for Population Analyses

neuroscience more details view paper
  • Downloaded 235 times
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    • Site-wide: 178,780
    • In neuroscience: 26,396
  • Year to date:
    • Site-wide: 67,476
  • Since beginning of last month:
    • Site-wide: 41,535

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

psychiatry and clinical psychology more details view paper
  • Downloaded 214 times
  • Download rankings, all-time:
    • Site-wide: 184,037
    • In psychiatry and clinical psychology: 1,212
  • Year to date:
    • Site-wide: 99,609
  • Since beginning of last month:
    • Site-wide: 88,776

Spinal cord damage in Friedreich's ataxia: Results from ENIGMA-Ataxia

neurology more details view paper
  • Downloaded 211 times
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    • Site-wide: 184,836
    • In neurology: 1,249
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    • Site-wide: 32,366
  • Since beginning of last month:
    • Site-wide: 34,628

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

psychiatry and clinical psychology more details view paper
  • Downloaded 209 times
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    • Site-wide: 185,439
    • In psychiatry and clinical psychology: 1,255
  • Year to date:
    • Site-wide: 24,549
  • Since beginning of last month:
    • Site-wide: 1,753

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

neuroscience more details view paper
  • Downloaded 161 times
  • Download rankings, all-time:
    • Site-wide: 196,061
    • In neuroscience: 29,131
  • Year to date:
    • Site-wide: 6,256
  • Since beginning of last month:
    • Site-wide: 35,003

Altered Lateralization of the Cingulum in Deployment-Related Traumatic Brain Injury: An ENIGMA Military-Relevant Brain Injury Study

neurology more details view paper
  • Downloaded 137 times
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    • Site-wide: 200,642
    • In neurology: 1,441
  • Year to date:
    • Site-wide: 31,818
  • Since beginning of last month:
    • Site-wide: 57,540

Smaller total and subregional cerebellar volumes in posttraumatic stress disorder: a mega-analysis by the ENIGMA-PGC PTSD workgroup

neuroscience more details view paper
  • Downloaded 123 times
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    • Site-wide: 203,288
    • In neuroscience: 30,171
  • Year to date:
    • Site-wide: 6,727
  • Since beginning of last month:
    • Site-wide: 23,171

Predicting Dementia Severity by Merging Anatomical and Diffusion MRI with Deep 3D Convolutional Neural Networks

neuroscience more details view paper
  • Downloaded 115 times
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    • In neuroscience: 29,693
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Preliminary Validation of a Structural Magnetic Resonance Imaging Metric for Tracking Dementia-Related Neurodegeneration and Future Decline

health informatics more details view paper
  • Downloaded 96 times
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    • Site-wide: 25,643
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    • Site-wide: 5,945

Multimodal Imaging-Based Classification of PTSD Using Data-Driven Computational Approaches: A Multisite Big Data Study from the ENIGMA-PGC PTSD Consortium

neuroscience more details view paper
  • Downloaded 84 times
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    • Site-wide: 210,368
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  • Year to date:
    • Site-wide: 7,910
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    • Site-wide: 5,486

UNSUPERVISED HARMONIZATION OF BRAIN MRI USING 3D CYCLE GANS AND ITS EFFECT ON BRAIN AGE PREDICTION

neuroscience more details view paper
  • Downloaded 61 times
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    • Site-wide: 214,430
    • In neuroscience: 30,963
  • Year to date:
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    • Site-wide: 19,229

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