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Sophia I. Thomopoulos

Sophia I. Thomopoulos

University of Southern California

ORCID: 0000-0002-0046-4070

NeuroscienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

18.4Author DataRank

Indexed papers

20in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 20 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group

Molecular Psychiatry(2020)10.1038/s41380-020-0754-0

Top 5%

4.4DataRank

Top 5%308 citations

Richard Dinga, Tim Hahn, Christopher R. K. Ching, Lisa T. Eyler, Lyubomir I. Aftanas +95 more

Papers

Driven by 168 papers — median percentile 70. Top paper: “ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing”.

ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing

Translational Psychiatry(2020)10.1038/s41398-020-0842-6

N/A

4.6DataRank · unranked

240 citations

Elena Pozzi, Tiffany C. Ho, Laura S. van Velzen, Ilya M. Veer, Nils Opel +73 more

Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group

Molecular Psychiatry(2020)10.1038/s41380-020-0754-0

Top 5%

4.4DataRank

Top 5%308 citations

Richard Dinga, Tim Hahn, Christopher R. K. Ching, Lisa T. Eyler, Lyubomir I. Aftanas +95 more

Genetic variants associated with longitudinal changes in brain structure across the lifespan

Nature Neuroscience(2022)10.1038/s41593-022-01042-4

N/A

3.2DataRank · unranked

258 citations

Marieke Klein, Katrina L. Grasby, Hugo G. Schnack, Neda Jahanshad, Jalmar Teeuw +95 more

Insulin-like growth factor binding protein-2 in at-risk adults and autopsy-confirmed Alzheimer brains

Brain(2023)10.1093/brain/awad398

N/A

1.8DataRank · unranked

20 citations

Anne Labonté, Cynthia Picard, Henrik Zetterberg, Kaj Blennow, Ann Brinkmalm +84 more

Cortical and subcortical brain structure in generalized anxiety disorder: findings from 28 research sites in the ENIGMA-Anxiety Working Group

Translational Psychiatry(2021)10.1038/s41398-021-01622-1

Top 12%

1.7DataRank

Top 12%70 citations

Elise M. Cardinale, Nynke A. Groenewold, Janna Marie Bas‐Hoogendam, Moji Aghajani, Kevin Hilbert +89 more

Cross disorder comparisons of brain structure in schizophrenia, bipolar disorder, major depressive disorder, and 22q11.2 deletion syndrome: A review of ENIGMA findings

Psychiatry and Clinical Neurosciences(2022)10.1111/pcn.13337

Top 13%

1.6DataRank

Top 13%73 citations

Carrie E. Bearden, Daqiang Sun, Christopher R. K. Ching, Ole A. Andreassen, Lianne Schmaal +8 more

Mega‐analysis methods in ENIGMA : The experience of the generalized anxiety disorder working group

Human Brain Mapping(2020)10.1002/hbm.25096

Top 14%

1.5DataRank

Top 14%82 citations

Anita Harrewijn, Elise M. Cardinale, Hannah Zwiebel, Gabrielle F. Freitag, Katy E. Werwath +83 more

Normative Modeling of Brain Morphometry in Clinical High Risk for Psychosis

JAMA Psychiatry(2023)10.1001/jamapsychiatry.2023.3850

N/A

1.3DataRank · unranked

58 citations

Helen Baldwin, Cali F. Bartholomeusz, Michael W.L. Chee, Xiaogang Chen, Rebecca E. Cooper +95 more

The Enhancing NeuroImaging Genetics through Meta‐Analysis Consortium: 10 Years of Global Collaborations in Human Brain Mapping

Human Brain Mapping(2021)10.1002/hbm.25672

Top 16%

1.3DataRank

Top 16%49 citations

Neda Jahanshad, Lianne Schmaal, Jessica A. Turner, Anderson M. Winkler, Sophia I. Thomopoulos +3 more

Effects of copy number variations on brain structure and risk for psychiatric illness: Large‐scale studies from theENIGMAworking groups onCNVs

Human Brain Mapping(2021)10.1002/hbm.25354

Top 18%

1.2DataRank

Top 18%73 citations

Christopher R. K. Ching, Sophia I. Thomopoulos, Dennis van der Meer, Daqiang Sun, Julio E. Villalón‐Reina +95 more

ENIGMA‐anxietyworking group: Rationale for and organization oflarge‐scaleneuroimaging studies of anxiety disorders

Human Brain Mapping(2020)10.1002/hbm.25100

N/A

1.1DataRank · unranked

53 citations

Nynke A. Groenewold, Moji Aghajani, Gabrielle F. Freitag, Anita Harrewijn, Kevin Hilbert +11 more

Brain Structure and Degeneration Staging in Friedreich Ataxia: Magnetic Resonance Imaging Volumetrics from the ENIGMA‐Ataxia Working Group

Annals of Neurology(2021)10.1002/ana.26200

Top 19%

1.1DataRank

Top 19%68 citations

Sidhant Chopra, Filippo Arrigoni, Sylvia Boesch, Arturo Brunetti, Sirio Cocozza +43 more

Intracranial and subcortical volumes in adolescents with early‐onset psychosis: A multisite mega‐analysis from the ENIGMA consortium

Human Brain Mapping(2020)10.1002/hbm.25212

Top 19%

1.1DataRank

Top 19%40 citations

Vera Lonning, Stener Nerland, Kjetil Nordbø Jørgensen, Unn K. Haukvik, Clara Alloza +37 more

The genetic architecture of the human cerebral cortex

Science(2020)10.1126/science.aay6690

N/A

1.0DataRank · unranked

863 citations

Neda Jahanshad, Jodie N. Painter, Lucía Colodro‐Conde, Janita Bralten, Derrek P. Hibar +95 more

ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

Translational Psychiatry(2020)10.1038/s41398-020-0705-1

N/A

0.975DataRank · unranked

663 citations

Neda Jahanshad, Christopher R. K. Ching, Lauren E. Salminen, Sophia I. Thomopoulos, Joanna K. Bright +95 more

The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores

Communications Biology(2022)10.1038/s42003-022-03795-x

Top 22%

0.924DataRank

Top 22%16 citations

Elizabeth Vance, Matthew Cloward, Ed Ringger, Louisa Dayton, Mark Ebbert +94 more

In vivo white matter microstructure in adolescents with early-onset psychosis: a multi-site mega-analysis

Molecular Psychiatry(2022)10.1038/s41380-022-01901-3

N/A

0.850DataRank · unranked

28 citations

Sinéad Kelly, Stener Nerland, Neda Jahanshad, Clara Alloza, Sonia Ambrogi +39 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.12.21.423838

Top 30%

0.662DataRank

Top 30%20 citations

Casey Paquola, Bo‐yong Park, Jessica Royer, Yezhou Wang, Oualid Benkarim +11 more

Mega-analysis of association between obesity and cortical morphology in bipolar disorders: ENIGMA study in 2832 participants

Psychological Medicine(2023)10.1017/s0033291723000223

Top 33%

0.587DataRank

Top 33%19 citations

Christoph Abé, Martin Alda, Francesco Benedetti, Erlend Bøen, Caterina del Mar Bonnín +71 more

Cortical morphology in patients with the deficit and non-deficit syndrome of schizophrenia: a worldwide meta- and mega-analyses

Molecular Psychiatry(2023)10.1038/s41380-023-02221-w

Top 36%

0.546DataRank

Top 36%20 citations

Daniela Vecchio, Fabrizio Piras, Pietro De Rossi, Juan Bustillo, Simone Ciufolini +37 more

Estimating Multimodal Structural Brain Variability in Schizophrenia Spectrum Disorders: A Worldwide ENIGMA Study

American Journal of Psychiatry(2025)10.1176/appi.ajp.20230806

Top 36%

0.538DataRank

Top 36%21 citations

Finn Rabe, Simon Fuchs, Werner Surbeck, Giacomo Cecere, Gao-Yang Huang +72 more

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

Molecular Psychiatry(2024)10.1038/s41380-023-02352-0

N/A

0.510DataRank · unranked

29 citations

C. Lexi Baird, Melvin Briggs, Sarah Laskowitz, Ahmed Hussain, Samar Fouda +95 more

A worldwide study of white matter microstructural alterations in people living with Parkinson’s disease

npj Parkinson s Disease(2024)10.1038/s41531-024-00758-3

N/A

0.500DataRank · unranked

27 citations

Talia M. Nir, Sarah Al–Bachari, Sonia Ambrogi, Tim Anderson, Ítalo Karmann Aventurato +53 more

Effects of copy number variations on brain structure and risk for psychiatric illness: Large-scale studies from the ENIGMA Working Groups on CNVs

PsyArXiv (OSF Preprints)(2021)10.31234/osf.io/57erc

Top 43%

0.437DataRank

Top 43%12 citations

Christopher R. K. Ching, Sophia I. Thomopoulos, Dennis van der Meer, Julio E. Villalón‐Reina, Ingrid Agartz +95 more

Counterfactual MRI Generation with Denoising Diffusion Models for Interpretable Alzheimer’s Disease Effect Detection

10.1101/2024.02.05.578983

N/A

0.423DataRank · unranked

6 citations

Sophia I. Thomopoulos, Emily Laltoo, Paul M. Thompson, Nikhil J. Dhinagar

ENIGMA + COINSTAC: Improving Findability, Accessibility, Interoperability, and Re-usability

Neuroinformatics(2021)10.1007/s12021-021-09559-y

N/A

0.373DataRank · unranked

11 citations

Vince D. Calhoun, Paul M. Thompson, Neda Jahanshad, Christopher R. K. Ching, Sophia I. Thomopoulos +13 more

A whole-brain voxel-based analysis of structural abnormalities in PTSD: An ENIGMA-PGC study

European Psychiatry(2025)10.1192/j.eurpsy.2025.10062

Top 58%

0.269DataRank

Top 58%5 citations

Shuqing Si, C. Lexi Baird, Courtney C. Haswell, Ahmed Hussain, Miranda Olff +94 more

Relationships of PGRN with sTREM2 in AD continuum and non-AD pathophysiology and their reciprocal roles in modulating amyloid pathology: two population-based study

Translational Psychiatry(2025)10.1038/s41398-025-03457-6

N/A

0.265DataRank · unranked

4 citations

Chen‐Chen Tan, Wei Xu, Lan Tan, for the Alzheimer’s Disease Neuroimaging Initiative, Michael Weiner +92 more

Thalamocortical Structural Covariation Networks Are Related to Familial Risk for Schizophrenia in the Context of Lower Nuclei Volume Estimates in Patients: An ENIGMA Study

Biological Psychiatry(2025)10.1016/j.biopsych.2025.03.027

N/A

0.241DataRank · unranked

4 citations

Linda A. Antonucci, Roberta Passiatore, Loredana Bellantuono, Pierluigi Selvaggi, Teresa Popolizio +80 more

Large-scale Normative Modeling of Brain Microstructure

PubMed(2023)10.1109/sipaim56729.2023.10373451

Top 61%

0.241DataRank

Top 61%4 citations

Alyssa H. Zhu, Talia M. Nir, Sophia I. Thomopoulos, Emily Laltoo, Leila Kushan +4 more

Two neurostructural subtypes: results of machine learning on brain images from 4,291 individuals with schizophrenia

medRxiv(2023)10.1101/2023.10.11.23296862

Top 63%

0.214DataRank

Top 63%3 citations

Cheng Luo, Jijun Wang, Lena Palaniyappan, Xiao Chang, Shitong Xiang +95 more

Image-based meta- and mega-analysis (IBMMA): A unified framework for large-scale, multi-site, neuroimaging data analysis

NeuroImage(2025)10.1016/j.neuroimage.2025.121554

N/A

0.208DataRank · unranked

3 citations

Ashley A. Huggins, Rajendra A. Morey, Ahmed Hussain, Courtney Russell, Benjamin Suarez‐Jimenez +94 more

Regional brain morphology and current antidepressant use: findings from 32 international cohorts from the ENIGMA major depressive disorder working group

Molecular Psychiatry(2025)10.1038/s41380-025-03310-8

Top 78%

0.104DataRank

Top 78%1 citations

Yara J. Toenders, Elena Pozzi, André Alemán, Nina Alexander, Zeynep Başgöze +95 more

Brain Aging in Specific Phobia: An ENIGMA-Anxiety Mega-Analysis

medRxiv(2025)10.1101/2025.03.19.25323474

Top 78%

0.104DataRank

Top 78%1 citations

Kevin Hilbert, Jonathan Ipser, Laura K. M. Han, Janna Marie Bas‐Hoogendam, Fredrik Åhs +69 more

Multisite test–retest reliability and compatibility of brain metrics derived from FreeSurfer versions 7.1, 6.0, and 5.3

Human Brain Mapping(2022)10.1002/hbm.26147

N/A

0DataRank · unranked

40 citations

Fabrizio Pizzagalli, Alyssa H. Zhu, Ravi R. Bhatt, Tasfiya Islam, Iyad Ba Gari +5 more

Progressive Spinal Cord Degeneration in Friedreich's Ataxia: Results from ENIGMA‐Ataxia

Movement Disorders(2022)10.1002/mds.29261

N/A

0DataRank · unranked

27 citations

Isaac Adanyeguh, Filippo Arrigoni, Benjamin Bender, Fernando Cendes, Louise A. Corben +27 more

Event‐based modeling in temporal lobe epilepsy demonstrates progressive atrophy from cross‐sectional data

Epilepsia(2022)10.1111/epi.17316

N/A

0DataRank · unranked

27 citations

Leon Aksman, Neil P. Oxtoby, Sjoerd B. Vos, Jun Rao, Erik Kaestner +72 more

Remodeling of the Cortical Structural Connectome in Posttraumatic Stress Disorder: Results From the ENIGMA-PGC Posttraumatic Stress Disorder Consortium

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2022)10.1016/j.bpsc.2022.02.008

N/A

0DataRank · unranked

13 citations

Gopalkumar Rakesh, Emily K. Clarke‐Rubright, Courtney C. Haswell, Mark W. Logue, Erin N. O’Leary +90 more

Altered lateralization of the cingulum in deployment‐related traumatic brain injury: An ENIGMA military‐relevant brain injury study

Human Brain Mapping(2022)10.1002/hbm.26179

N/A

0DataRank · unranked

12 citations

Mary R. Newsome, Hannah M. Lindsey, Maheen M. Adamson, Tara Austin, Seth G. Disner +30 more

Enhancing neuroimaging genetics through meta-analysis for Tourette syndrome (ENIGMA-TS): A worldwide platform for collaboration

Frontiers in Psychiatry(2022)10.3389/fpsyt.2022.958688

N/A

0DataRank · unranked

11 citations

Yin Jin, Kirsten Müller‐Vahl, Harald E. Möller, Renata Rizzo, Pieter J. Hoekstra +56 more

Right Prefrontal Cortical Thickness Is Associated With Response to Cognitive-Behavioral Therapy in Children With Obsessive-Compulsive Disorder

Journal of the American Academy of Child & Adolescent Psychiatry(2022)10.1016/j.jaac.2022.07.865

N/A

0DataRank · unranked

8 citations

Pino Alonso, Ignacio Martínez‐Zalacaín, José M. Menchón, Susana Jiménez‐Múrcia, Justin T. Baker +54 more

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

medRxiv(2022)10.1101/2022.01.10.21267840

N/A

0DataRank · unranked

17 citations

Laura K. M. Han, Clara Alloza, Linda A. Antonucci, Celso Arango, Rosa Ayesa‐Arriola +82 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.08.23.505030

N/A

0DataRank · unranked

10 citations

Sophia I. Thomopoulos, Priya Rajagopalan, Dimitris Stripelis, José Luis Ambite, Greg Ver Steeg +2 more

FiberNeat: Unsupervised White Matter Tract Filtering

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9870877

N/A

0DataRank · unranked

8 citations

Tamoghna Chattopadhyay, Conor Owens‐Walton, Julio E Villalon Reina, Leila Nabulsi, Sophia I. Thomopoulos +3 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.12.506445

N/A

0DataRank · unranked

7 citations

Alyssa H. Zhu, Piyush Maiti, Sophia I. Thomopoulos, Shruti P. Gadewar, Yaqiong Chai +4 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.04.13.488251

N/A

0DataRank · unranked

5 citations

Fabrizio Pizzagalli, Alyssa H. Zhu, Ravi R. Bhatt, Tasfiya Islam, Iyad Ba Gari +5 more

The functional connectome in obsessive-compulsive disorder: resting-state mega-analysis and machine learning classification for the ENIGMA-OCD consortium

Zurich Open Repository and Archive (University of Zurich)(2022)10.31234/osf.io/yjxe8

N/A

0DataRank · unranked

5 citations

Yoshinari Abe, Pino Alonso, Alan Anticevic, Srinivas Balachander, Núria Bargalló +82 more

Lack of Structural Brain Alterations associated with Insomnia: Findings from the ENIGMA-Sleep working group

Research Square(2022)10.21203/rs.3.rs-2203610/v1

N/A

0DataRank · unranked

4 citations

Stefan Frenzel, Hanwen Bi, Julian E. Schiel, Mortaza Afshani, Robin Bülow +19 more

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

medRxiv(2022)10.1101/2022.11.22.22282598

N/A

0DataRank · unranked

2 citations

Oliver J. Watkeys, Emiliana Tonini, Dominik Grotegerd, Udo Dannlowski, Igor Nenadić +31 more

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

medRxiv(2022)10.1101/2022.04.20.22273878

N/A

0DataRank · unranked

1 citations

Isaac Adanyeguh, Filippo Arrigoni, Benjamin Bender, Fernando Cendes, Louise A. Corben +27 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.15.516349

N/A

0DataRank · unranked

1 citations

Umang Gupta, Tamoghna Chattopadhyay, Nikhil J. Dhinagar, Sophia I. Thomopoulos, Jiu‐Chiuan Chen +5 more

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

medRxiv(2022)10.1101/2022.02.11.22270818

N/A

0DataRank · unranked

0 citations

Sinéad Kelly, Stener Nerland, Neda Jahanshad, Clara Alloza, Sonia Ambrogi +39 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.03.21.484899

N/A

0DataRank · unranked

0 citations

Didac Vidal‐Piñeiro, Ingrid Agartz, Ole A. Andreassen, Rosa Ayesa‐Arriola, Alessandro Bertolino +64 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.08.22.504801

N/A

0DataRank · unranked

0 citations

Amit Singh, Neha Ann Joshy, Sophia I. Thomopoulos, Talia M. Nir, Hong Zheng +7 more

Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2214634120

N/A

0DataRank · unranked

122 citations

Phoebe Imms, Mingxi Cheng, Anar Amgalan, Nahian F. Chowdhury, Roy J Massett +83 more

The functional connectome in obsessive-compulsive disorder: resting-state mega-analysis and machine learning classification for the ENIGMA-OCD consortium

Molecular Psychiatry(2023)10.1038/s41380-023-02077-0

N/A

0DataRank · unranked

70 citations

Yoshinari Abe, Pino Alonso, Alan Anticevic, Lea L. Backhausen, Srinivas Balachander +95 more

Determinants of cognitive and brain resilience to tau pathology: a longitudinal analysis

Brain(2023)10.1093/brain/awad100

N/A

0DataRank · unranked

50 citations

Anna L. Svenningsson, Anna C. van Loenhoud, Colin Groot, Frederik Barkhof, Olof Strandberg +84 more

Increased Medial Temporal Tau Positron Emission Tomography Uptake in the Absence of Amyloid-β Positivity

JAMA Neurology(2023)10.1001/jamaneurol.2023.2560

N/A

0DataRank · unranked

46 citations

Alexis Moscoso, Jesús Silva‐Rodríguez, Michael J. Pontecorvo, Michael D. Devous, Pablo Aguiar +95 more

Style transfer generative adversarial networks to harmonize multisite MRI to a single reference image to avoid overcorrection

Human Brain Mapping(2023)10.1002/hbm.26422

N/A

0DataRank · unranked

43 citations

Alyssa H. Zhu, Piyush Maiti, Sophia I. Thomopoulos, Shruti P. Gadewar, Yaqiong Chai +4 more

Volume of subcortical brain regions in social anxiety disorder: mega-analytic results from 37 samples in the ENIGMA-Anxiety Working Group

Molecular Psychiatry(2023)10.1038/s41380-022-01933-9

N/A

0DataRank · unranked

32 citations

Janna Marie Bas‐Hoogendam, Alyssa R. Amod, Max A. Laansma, Laura S. van Velzen, Moji Aghajani +94 more

Lack of structural brain alterations associated with insomnia: findings from the ENIGMA‐Sleep Working Group

Journal of Sleep Research(2023)10.1111/jsr.13884

N/A

0DataRank · unranked

30 citations

Stefan Frenzel, Hanwen Bi, Julian E. Schiel, Mortaza Afshani, Robin Bülow +20 more

Cortical microstructural associations with CSF amyloid and pTau

Molecular Psychiatry(2023)10.1038/s41380-023-02321-7

N/A

0DataRank · unranked

25 citations

Julio E. Villalón‐Reina, Lauren E. Salminen, Elizabeth Haddad, Hong Zheng, Sophia I. Thomopoulos +6 more

Examining the association between posttraumatic stress disorder and disruptions in cortical networks identified using data-driven methods

Neuropsychopharmacology(2023)10.1038/s41386-023-01763-5

N/A

0DataRank · unranked

13 citations

Ashley A. Huggins, Delin Sun, C. Lexi Baird, Courtney C. Haswell, Jessie L. Frijling +63 more

Childhood trauma moderates schizotypy-related brain morphology: analyses of 1182 healthy individuals from the ENIGMA schizotypy working group

Psychological Medicine(2023)10.1017/s0033291723003045

N/A

0DataRank · unranked

9 citations

Oliver J. Watkeys, Emiliana Tonini, Dominik Grotegerd, Udo Dannlowski, Igor Nenadić +31 more

Preliminary validation of a structural magnetic resonance imaging metric for tracking dementia-related neurodegeneration and future decline

NeuroImage Clinical(2023)10.1016/j.nicl.2023.103458

N/A

0DataRank · unranked

2 citations

Emily S. Popa, Paul M. Thompson, Susan Y. Bookheimer, Sophia I. Thomopoulos, Christopher R. K. Ching +8 more

39. Subcortical Brain Volumes in Social Anxiety Disorder: An Enigma-Anxiety International Mega-Analysis of 37 Samples

Biological Psychiatry(2023)10.1016/j.biopsych.2023.02.222

N/A

0DataRank · unranked

1 citations

Nynke A. Groenewold, Alyssa R. Amod, Max A. Laansma, Laura S. van Velzen, Moji Aghajani +13 more

Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer’s Disease Detection

PubMed(2023)10.1109/embc40787.2023.10341190

N/A

0DataRank · unranked

38 citations

Sophia I. Thomopoulos, Emily Laltoo, Paul M. Thompson, Nikhil J. Dhinagar

Predicting Brain Amyloid Positivity from T1 weighted brain MRI and MRI-derived Gray Matter, White Matter and CSF maps using Transfer Learning on 3D CNNs*

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.15.528705

N/A

0DataRank · unranked

11 citations

Saket S. Ozarkar, Ketaki Buwa, Sophia I. Thomopoulos, Paul M. Thompson, the Alzheimer’s Disease Neuroimaging Initiative +1 more

Normative modeling of brain morphometry in Clinical High-Risk for Psychosis

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.01.17.523348

N/A

0DataRank · unranked

9 citations

Ruiyang Ge, Ingrid Agartz, G. Paul Amminger, Ole A. Andreassen, Peter Bachman +74 more

Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting

PubMed(2023)10.1109/embc40787.2023.10340009

N/A

0DataRank · unranked

7 citations

Bramsh Q. Chandio, Sophia I. Thomopoulos, Tamoghna Chattopadhyay, Paul M. Thompson, Yixue Feng

The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.04.28.538724

N/A

0DataRank · unranked

6 citations

Ravi R. Bhatt, Sophia I. Thomopoulos, Shruti P. Gadewar, Iyad Ba Gari, Tamoghna Chattopadhyay +4 more

The Influence of Brain MRI Defacing Algorithms on Brain-Age Predictions via 3D Convolutional Neural Networks

PubMed(2023)10.1109/embc40787.2023.10340740

N/A

0DataRank · unranked

5 citations

Ravi R. Bhatt, Sophia I. Thomopoulos, Shruti P. Gadewar, Iyad Ba Gari, Tamoghna Chattopadhyay +3 more

Cortical microstructural associations with CSF amyloid and pTau

medRxiv(2023)10.1101/2023.04.10.23288366

N/A

0DataRank · unranked

4 citations

Julio E. Villalón‐Reina, Lauren E. Salminen, Elizabeth Haddad, Hong Zheng, Sophia I. Thomopoulos +6 more

Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.10.21.562994

N/A

0DataRank · unranked

4 citations

Andrew Perry, Lucy Vivash, Terence J. O’Brien, Marina K. M. Alvim, Donatello Arienzo +60 more

Variational Autoencoders for Generating Synthetic Tractography-Based Bundle Templates in a Low-Data Setting

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.02.24.529954

N/A

0DataRank · unranked

3 citations

Bramsh Q. Chandio, Sophia I. Thomopoulos, Tamoghna Chattopadhyay, Paul M. Thompson, Yixue Feng

Medial Tractography Analysis (MeTA) for White Matter Population Analyses Across Datasets

(2023)10.1109/ner52421.2023.10123727

N/A

0DataRank · unranked

3 citations

Abhinaav Ramesh, Shayan Javid, Shruti P. Gadewar, Elnaz Nourollahimoghadam, Sophia I. Thomopoulos +4 more

Predictive Modeling Of Alzheimer’s Disease Prognosis Using Anatomical & Diffusion MRI

PubMed(2023)10.1109/embc40787.2023.10341001

N/A

0DataRank · unranked

3 citations

Sophia I. Thomopoulos, Tamoghna Chattopadhyay, Paul M. Thompson, Nikita Goel

A Comprehensive Corpus Callosum Segmentation Tool for Detecting Callosal Abnormalities and Genetic Associations from Multi Contrast MRIs

PubMed(2023)10.1109/embc40787.2023.10340442

N/A

0DataRank · unranked

2 citations

Elnaz Nourollahimoghadam, Ravi R. Bhatt, Abhinaav Ramesh, Shayan Javid, Iyad Ba Gari +5 more

Estimating multimodal brain variability in schizophrenia spectrum disorders: A worldwide ENIGMA study

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.09.22.559032

N/A

0DataRank · unranked

2 citations

Finn Rabe, Simon Fuchs, Giacomo Cecere, Stephanie Homan, Werner Surbeck +71 more

Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model

arXiv (Cornell University)(2023)10.48550/arxiv.2311.11046

N/A

0DataRank · unranked

2 citations

Tracy Erwin-Grabner, Ling‐Li Zeng, Christopher R. K. Ching, André Alemán, Alyssa R. Amod +82 more

Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection

arXiv (Cornell University)(2023)10.48550/arxiv.2303.08216

N/A

0DataRank · unranked

1 citations

Sophia I. Thomopoulos, Emily Laltoo, Paul M. Thompson, Nikhil J. Dhinagar

Data-driven biomarkers outperform theory-based biomarkers in predicting stroke motor outcomes

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.19.545638

N/A

0DataRank · unranked

1 citations

Christoph Sperber, Keith Jamison, Mark Bowren, Aaron D. Boes, Justin W. Andrushko +27 more

A Comprehensive Corpus Callosum Segmentation Tool for Detecting Callosal Abnormalities and Genetic Associations from Multi Contrast MRIs

arXiv (Cornell University)(2023)10.48550/arxiv.2305.01107

N/A

0DataRank · unranked

1 citations

Elnaz Nourollahimoghadam, Ravi R. Bhatt, Abhinaav Ramesh, Shayan Javid, Iyad Ba Gari +5 more

Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures

Scientific Reports(2024)10.1038/s41598-023-47934-8

N/A

0DataRank · unranked

35 citations

Tracy Erwin-Grabner, Moji Aghajani, André Alemán, Alyssa R. Amod, Zeynep Başgöze +61 more

Mapping gray and white matter volume abnormalities in early-onset psychosis: an ENIGMA multicenter voxel-based morphometry study

Molecular Psychiatry(2024)10.1038/s41380-023-02343-1

N/A

0DataRank · unranked

32 citations

Anbreen Bi, Zhaoying Yu, Cheryl R. Z. See, Sinéad Kelly, Sonia Ambrogi +40 more

Cortical structure and subcortical volumes in conduct disorder: a coordinated analysis of 15 international cohorts from the ENIGMA-Antisocial Behavior Working Group

The Lancet Psychiatry(2024)10.1016/s2215-0366(24)00187-1

N/A

0DataRank · unranked

30 citations

Marlene Staginnus, Sophie Townend, Celso Arango, Sahil Bajaj, Tobias Banaschewski +93 more

ENIGMA-Chronic Pain: a worldwide initiative to identify brain correlates of chronic pain

Pain(2024)10.1097/j.pain.0000000000003317

N/A

0DataRank · unranked

26 citations

Neda Jahanshad, Jamila Andoh, Georgia Antoniou, A. Vania Apkarian, Yoni K. Ashar +79 more

Genotype-specific spinal cord damage in spinocerebellar ataxias: an ENIGMA-Ataxia study

Journal of Neurology Neurosurgery & Psychiatry(2024)10.1136/jnnp-2023-332696

N/A

0DataRank · unranked

16 citations

Isaac Adanyaguh, Orlando Graziani Póvoas Barsottini, Benjamin Bender, Fernando Cendes, Léo Coutinho +28 more

Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA‐Epilepsy study

Epilepsia(2024)10.1111/epi.17881

N/A

0DataRank · unranked

23 citations

Andrew Perry, Lucy Vivash, Terence J. O’Brien, Marina K. M. Alvim, Donatello Arienzo +59 more

Principal component analysis as an efficient method for capturing multivariate brain signatures of complex disorders—ENIGMA study in people with bipolar disorders and obesity

Human Brain Mapping(2024)10.1002/hbm.26682

N/A

0DataRank · unranked

15 citations

Jaroslav Hlinka, Eduard Bakštein, Lorielle M. F. Dietze, Emily L. V. Corkum, Christoph Abé +86 more

Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer’s disease, mild cognitive impairment, and healthy aging, from T1-weighted brain structural MRI

Frontiers in Neuroscience(2024)10.3389/fnins.2024.1387196

N/A

0DataRank · unranked

15 citations

Saket S. Ozarkar, Ketaki Buwa, Neha Ann Joshy, Dheeraj Komandur, Jayati Naik +5 more

Cortical and Subcortical Brain Alterations in Specific Phobia and Its Animal and Blood-Injection-Injury Subtypes: A Mega-Analysis From the ENIGMA Anxiety Working Group

American Journal of Psychiatry(2024)10.1176/appi.ajp.20230032

N/A

0DataRank · unranked

12 citations

Ole Jonas Boeken, Till Langhammer, Nynke A. Groenewold, Janna Marie Bas‐Hoogendam, Moji Aghajani +91 more

White matter microstructure in obesity and bipolar disorders: an ENIGMA bipolar disorder working group study in 2186 individuals

Molecular Psychiatry(2024)10.1038/s41380-024-02784-2

N/A

0DataRank · unranked

10 citations

Sean R. McWhinney, Pauline Favre, Christoph Abé, Nina Alexander, Carlotta Barkhau +78 more

Data-driven biomarkers better associate with stroke motor outcomes than theory-based biomarkers

Brain Communications(2024)10.1093/braincomms/fcae254

N/A

0DataRank · unranked

9 citations

Christoph Sperber, Keith Jamison, Mark Bowren, Aaron D. Boes, Justin W. Andrushko +27 more

Microstructural mapping of neural pathways in Alzheimer's disease using macrostructure‐informed normative tractometry

Alzheimer s & Dementia(2024)10.1002/alz.14371

N/A

0DataRank · unranked

8 citations

Bramsh Q. Chandio, Julio E. Villalón‐Reina, Sophia I. Thomopoulos, Talia M. Nir, Sebastian Benavidez +12 more

ENIGMA-Meditation: Worldwide Consortium for Neuroscientific Investigations of Meditation Practices

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2024)10.1016/j.bpsc.2024.10.015

N/A

0DataRank · unranked

6 citations

Fernando A. Barrios, Ishaan Batta, Clemens Bauer, Todd S. Braver, Judson A. Brewer +53 more

The ENIGMA-Neuroendocrinology working group to bridge gaps in female mental health research

Nature Mental Health(2024)10.1038/s44220-024-00224-2

N/A

0DataRank · unranked

9 citations

Cláudia Barth, Timothy J. Silk, Nandita Vijayakumar, Susanna Carmona, Magdalena Martínez‐Garcia +8 more

Interpretable discriminant analysis for functional data supported on random nonlinear domains with an application to Alzheimer’s disease

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2024)10.1093/jrsssb/qkae023

N/A

0DataRank · unranked

1 citations

Wenbo Zhang, Swati Rane Levendovszky, Alzheimer’s Disease Neuroimaging Initiative, Michael W Weiner, Paul Aisen +86 more

A worldwide ENIGMA study on epilepsy-related gray and white matter compromise across the adult lifespan

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.02.583073

N/A

0DataRank · unranked

6 citations

Alexander Ngo, Raúl Rodríguez‐Cruces, Jessica Royer, Maria Eugenia Caligiuri, Antonio Gambardella +83 more

Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification

(2024)10.1109/sipaim62974.2024.10783631

N/A

0DataRank · unranked

5 citations

Neha Ann Joshy, Chirag Jagad, Emma J. Gleave, Sophia I. Thomopoulos, Yixue Feng +9 more

Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.03.578764

N/A

0DataRank · unranked

3 citations

Julio E. Villalón‐Reina, Talia M. Nir, Sophia I. Thomopoulos, Yixue Feng, Sebastian Benavidez +5 more

Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer’s Disease

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.05.578943

N/A

0DataRank · unranked

3 citations

Bramsh Q. Chandio, Julio E. Villalón‐Reina, Sebastian Benavidez, Tamoghna Chattopadhyay, Sasha Chehrzadeh +8 more

The Pattern and Staging of Brain Atrophy in Spinocerebellar Ataxia Type 2 (SCA2): MRI Volumetrics from ENIGMA-Ataxia

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.16.613281

N/A

0DataRank · unranked

3 citations

Isaac Adanyeguh, Benjamin Bender, Sylvia Boesch, Arturo Brunetti, Sirio Cocozza +31 more

Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.04.578829

N/A

0DataRank · unranked

2 citations

Neha Ann Joshy, Saket S. Ozarkar, Ketaki Buwa, Yixue Feng, Emily Laltoo +7 more

Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer’s Disease

PubMed(2024)10.1109/embc53108.2024.10781681

N/A

0DataRank · unranked

2 citations

Bramsh Q. Chandio, Julio E. Villalón‐Reina, Sebastian Benavidez, Tamoghna Chattopadhyay, Sasha Chehrzadeh +8 more

Comparison of Explainable AI Models for MRI-based Alzheimer’s Disease Classification

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.17.613560

N/A

0DataRank · unranked

1 citations

Neha Ann Joshy, Chirag Jagad, Emma J. Gleave, Sophia I. Thomopoulos, Yixue Feng +9 more

Synthesizing study-specific controls using generative models on open access datasets for harmonized multi-study analyses

arXiv (Cornell University)(2024)10.48550/arxiv.2403.00093

N/A

0DataRank · unranked

0 citations

Alyssa H. Zhu, Iyad Ba Gari, Sunanda Somu, Sophia I. Thomopoulos, Paul M. Thompson +3 more

Severe motor impairment is associated with lower contralesional brain age in chronic stroke

medRxiv(2024)10.1101/2024.10.26.24316190

N/A

0DataRank · unranked

0 citations

Muhammad Taimoor Khan, Justin W. Andrushko, Nerisa Banaj, Michael R. Borich, Lara A. Boyd +43 more

A Surface-based deep learning approach for cortical shape analysis

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.29.620757

N/A

0DataRank · unranked

0 citations

Yuji Zhao, Boris A. Gutman, Sophia I. Thomopoulos, Elizabeth Haddad, Alyssa H. Zhu +4 more

Predicting Antidepressant Treatment Response From Cortical Structure on MRI: A Mega‐Analysis From the ENIGMA‐MDD Working Group

Human Brain Mapping(2025)10.1002/hbm.70053

N/A

0DataRank · unranked

5 citations

Daphne E. Boucherie, Matthan W.A. Caan, Roberto Goya‐Maldonado, Vladimir S. Belov, Emmanuelle Corruble +31 more

Challenges and best practices when using ComBAT to harmonize diffusion MRI data

Scientific Reports(2025)10.1038/s41598-025-25400-x

N/A

0DataRank · unranked

5 citations

Manon Edde, Gabriel Girard, Félix Dumais, Guillaume Theaud, Matthieu Dumont +93 more

The Pattern and Stages of Atrophy in Spinocerebellar Ataxia Type 2: Volumetrics from ENIGMA‐Ataxia

Movement Disorders(2025)10.1002/mds.30143

N/A

0DataRank · unranked

4 citations

Isaac Adanyeguh, Benjamin Bender, Sylvia Boesch, Arturo Brunetti, Sirio Cocozza +31 more

Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model

Molecular Psychiatry(2025)10.1038/s41380-025-03273-w

N/A

0DataRank · unranked

3 citations

Tracy Erwin-Grabner, Ling‐Li Zeng, Christopher R. K. Ching, André Alemán, Alyssa R. Amod +82 more

Disrupted thalamocortical functional connectivity and canonical resting-state network integration in posttraumatic stress disorder

NeuroImage Clinical(2025)10.1016/j.nicl.2025.103927

N/A

0DataRank · unranked

2 citations

Ahmed Hussain, Delin Sun, Courtney Russell, Ashley A. Huggins, Nicholas D. Davenport +17 more

Integrating individualized connectome with amyloid pathology improves predictive modeling of future cognitive decline

Communications Medicine(2025)10.1038/s43856-025-01170-5

N/A

0DataRank · unranked

2 citations

Qolamreza Razlighi, Yunglin Gazes, Christian Habeck, Yaakov Stern, for the Alzheimer’s Disease Neuroimaging Initiative +95 more

ENIGMA’s advanced guide for parcellation error identification (EAGLE-I): An implementation in the context of brain lesions

MethodsX(2025)10.1016/j.mex.2025.103482

N/A

0DataRank · unranked

2 citations

Emily L. Dennis, Jake Burnett, Lyndon Firman-Sadler, Annalee L. Cobden, M. A. Pink +21 more

Dissecting heterogeneity in cortical thickness abnormalities in major depressive disorder: a large-scale ENIGMA MDD normative modelling study

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.03.17.643677

N/A

0DataRank · unranked

5 citations

Laura S. van Velzen, Elena Pozzi, Christopher G. Davey, Laura K. M. Han, Stéphanie Bauduin +87 more

Cortical differences across psychiatric disorders and associated common and rare genetic variants

medRxiv(2025)10.1101/2025.04.16.25325971

N/A

0DataRank · unranked

2 citations

Zhijie Liao, Jakub Kopál, Clara Moreau, Christopher R. K. Ching, Claudia Modenato +30 more

Lifestyle, Early-life, and Genetic Health Risk Factors Underlying the Brain Age Gap: A Mega-Analysis Across 3,934 Individuals from the ENIGMA MDD Consortium

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.05.09.653064

N/A

0DataRank · unranked

2 citations

Yara J. Toenders, Xueyi Shen, Yuri Milaneschi, Heather C. Whalley, Philipp G. Saemann +36 more

Streamline Density Normalization: A Robust Approach to Mitigate Bundle Variability in Multi-Site Diffusion MRI

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.18.670965

N/A

0DataRank · unranked

2 citations

Yuhan Shuai, Julio E. Villalón‐Reina, Bramsh Q. Chandio, Sophia I. Thomopoulos, Talia M. Nir +3 more

A Core Pattern of Cerebellar and Brainstem Degeneration and Reduced Cerebrocerebellar Structural Covariance in Spinocerebellar Ataxia Type 3 (SCA3): MRI Volumetrics from ENIGMA-Ataxia

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.08.669370

N/A

0DataRank · unranked

1 citations

Isaac Adanyeguh, David J. Arpin, Tetsuo Ashizawa, Benjamin Bender, Fernando Cendes +39 more

Deterministic versus Probabilistic Tractography: Impact on White Matter Bundle Shape

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.19.669949

N/A

0DataRank · unranked

1 citations

Bramsh Q. Chandio, Yixue Feng, Julio E. Villalón‐Reina, Talia M. Nir, Christopher R. K. Ching +8 more

ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization

arXiv (Cornell University)(2025)10.48550/arxiv.2511.10971

N/A

0DataRank · unranked

1 citations

Shukai Duan, Shixuan Li, Chenzhong Yin, Mingxi Cheng, Heng Ping +6 more

Structural Covariance of Early Visual Cortex Is Negatively Associated With Posttraumatic Stress Disorder Symptoms: A Mega-Analysis From the ENIGMA PTSD Working Group

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2025)10.1016/j.bpsc.2025.07.005

N/A

0DataRank · unranked

0 citations

Soumyaa Joshi, Poornima Kumar, Courtney Russell, Yuen-Siang Ang, Justin T. Baker +93 more

A Scalable Toolkit for Modeling 3D Surface-based Brain Geometry

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.06.668521

N/A

0DataRank · unranked

0 citations

Leila Nabulsi, Melody J.Y. Kang, Sophia I. Thomopoulos, Ana M. Díaz Zuluaga, Anders M. Dale +68 more

White Matter Tract Vulnerability to Amyloid Pathology on the Alzheimer’s Disease Continuum

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.18.670970

N/A

0DataRank · unranked

0 citations

Talia M. Nir, Julio E. Villalón‐Reina, Sophia I. Thomopoulos, Yixue Feng, Robert I. Reid +10 more

Using Diffusion Transformers to Generate Synthetic Diffusion Scalar Maps for Data Augmentation

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.27.672680

N/A

0DataRank · unranked

0 citations

Chirag Jagad, Pavithra Senthilkumar, Sophia I. Thomopoulos, Julio E. Villalón‐Reina, Paul M. Thompson +1 more

Evaluation of Deep Learning Algorithms to Predict Multiple Dementia-Related Neuropathologies from Brain MRI, Clinical and Genetic Data

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.27.672683

N/A

0DataRank · unranked

0 citations

R Varshney Kush, Pavithra Senthilkumar, Christopher Patterson, Conor Owens‐Walton, Emma J. Gleave +6 more

Generating diffusion MRI scalar maps from T1-weighted images using Reversible GANs

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.08.27.672677

N/A

0DataRank · unranked

0 citations

Gautam Mehendale, Sophia I. Thomopoulos, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John +4 more

Structural covariance network topology in individuals at clinical high risk for psychosis: the ENIGMA-CHR Study

Molecular Psychiatry(2025)10.1038/s41380-025-03304-6

N/A

0DataRank · unranked

0 citations

Ingrid Agartz, Paul Allen, G. Paul Amminger, Ole A. Andreassen, Peter Bachman +95 more

Brain morphology mediators of the link between childhood trauma and bipolar disorder: a large-scale international analysis

medRxiv(2025)10.1101/2025.11.02.25339336

N/A

0DataRank · unranked

0 citations

Maria R. Dauvermann, Emma Corley, Andrea Fernandes, Melody J.Y. Kang, Yanghee Im +52 more

White Matter Microstructure Alterations in Social Anxiety Disorder: A Mega-Analysis Across Twelve Cohorts in the ENIGMA-Anxiety Working Group

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2025)10.1016/j.bpsc.2025.11.007

N/A

0DataRank · unranked

0 citations

Nynke A. Groenewold, Kinga Farkas, Alyssa H. Zhu, Si Gao, Tiana Borgers +42 more

White Matter Tract Vulnerability to Amyloid Pathology on the Alzheimer’s Disease Continuum

(2025)10.1109/sipaim67325.2025.11283325

N/A

0DataRank · unranked

0 citations

Talia M. Nir, Julio E. Villalón‐Reina, Sophia I. Thomopoulos, Yixue Feng, Robert I. Reid +8 more

Shared genetic architecture of brain age gap across 30 cohorts worldwide

medRxiv(2025)10.64898/2025.12.23.25342890

N/A

0DataRank · unranked

0 citations

Philippe Jawinski, Marlene Staginnus, Mina Shahisavandi, Boglárka Kovács, Isabel K. Schuurmans +95 more

Penetrance of Neurodevelopmental Copy Number Variants Is Associated With Variations in Cortical Morphology

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2025)10.1016/j.bpsc.2025.05.010

N/A

0DataRank · unranked

1 citations

Ida E. Sønderby, George Kirov, Abdel Abdellaoui, Ingrid Agartz, David Ames +95 more

Mapping brain asymmetry in health and disease through the ENIGMA consortium

Human Brain Mapping(2020)10.1002/hbm.25033

N/A

0DataRank · unranked

193 citations

Merel C. Postema, Tulio Guadalupe, Carolien G. F. de Kovel, Premika S.W. Boedhoe, Martine Hoogman +17 more

What we learn about bipolar disorder from large‐scale neuroimaging: Findings and future directions from the ENIGMA Bipolar Disorder Working Group

Human Brain Mapping(2020)10.1002/hbm.25098

N/A

0DataRank · unranked

149 citations

Derrek P. Hibar, Tiril P. Gurholt, Abraham Nunes, Sophia I. Thomopoulos, Christoph Abé +95 more

Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders

JAMA Psychiatry(2020)10.1001/jamapsychiatry.2020.2694

N/A

0DataRank · unranked

264 citations

Bipolar Disorder, Major Depressive Disorder, Obsessive-Compulsive Disorder, and Schizophrenia ENIGMA Working Groups, Yash Patel +95 more

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Human Brain Mapping(2020)10.1002/hbm.24972

N/A

0DataRank · unranked

97 citations

Premika S.W. Boedhoe, Sara Bertolín, Willem B. Bruin, Clyde Francks, Iliyan Ivanov +58 more

Cortical volume abnormalities in posttraumatic stress disorder: an ENIGMA-psychiatric genomics consortium PTSD workgroup mega-analysis

Molecular Psychiatry(2020)10.1038/s41380-020-00967-1

N/A

0DataRank · unranked

97 citations

Hong Xie, Tian Chen, Andrew S. Cotton, Lauren E. Salminen, Mark W. Logue +92 more

In vivo hippocampal subfield volumes in bipolar disorder—A mega‐analysis from The Enhancing Neuro Imaging Genetics through Meta‐Analysis Bipolar Disorder Working Group

Human Brain Mapping(2020)10.1002/hbm.25249

N/A

0DataRank · unranked

81 citations

Tiril P. Gurholt, Stener Nerland, Torbjørn Elvsåshagen, Theophilus N. Akudjedu, Martin Alda +93 more

The ENIGMA‐Epilepsy working group: Mapping disease from large data sets

Human Brain Mapping(2020)10.1002/hbm.25037

N/A

0DataRank · unranked

79 citations

Christopher D. Whelan, Sean N. Hatton, Khoa H Huynh, André Altmann, Mina Ryten +67 more

Challenges and opportunities for neuroimaging in young patients with traumatic brain injury: a coordinated effort towards advancing discovery from the ENIGMA pediatric moderate/severe TBI group

Brain Imaging and Behavior(2020)10.1007/s11682-020-00363-x

N/A

0DataRank · unranked

18 citations

Karen Caeyenberghs, Robert F. Asarnow, Talin Babikian, Brenda Bartnik‐Olson, Erin D. Bigler +26 more

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Human Brain Mapping(2020)10.1002/hbm.25206

N/A

0DataRank · unranked

40 citations

Rachel M. Brouwer, Ingrid Agartz, Martin Alda, Sílvia Alonso-Lana, Carrie E. Bearden +95 more

Ten years of enhancing neuro‐imaging genetics through meta‐analysis: An overview from the ENIGMA Genetics Working Group

Human Brain Mapping(2020)10.1002/hbm.25311

N/A

0DataRank · unranked

36 citations

Katrina L. Grasby, Neda Jahanshad, Jodie N. Painter, Lucía Colodro‐Conde, Janita Bralten +10 more

Intracranial and subcortical volumes in adolescents with early-onset psychosis: A multisite mega-analysis from the ENIGMA consortium

Zenodo (CERN European Organization for Nuclear Research)(2020)10.5281/zenodo.5658131

N/A

0DataRank · unranked

6 citations

Vera Lonning, Stener Nerland, Kjetil Nordbø Jørgensen, Unn K. Haukvik, Clara Alloza +37 more

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

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.24.031138

N/A

0DataRank · unranked

11 citations

Marieke Klein, Katrina L. Grasby, Hugo G. Schnack, Neda Jahanshad, Jalmar Teeuw +95 more

Accurate brain age prediction using recurrent slice-based networks

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.08.04.235069

N/A

0DataRank · unranked

10 citations

Vigneshwaran Santhalingam, Parth Suresh, Rahul Baboota, Alyssa H. Zhu, Sophia I. Thomopoulos +3 more

Mapping brain asymmetry in health and disease through the ENIGMA consortium

(2020)10.5281/zenodo.5674840

N/A

0DataRank · unranked

0 citations

Merel C. Postema, Tulio Guadalupe, Carolien G. F. de Kovel, Premika S.W. Boedhoe, Martine Hoogman +17 more

The ENIGMA Toolbox: multiscale neural contextualization of multisite neuroimaging datasets

Nature Methods(2021)10.1038/s41592-021-01186-4

N/A

0DataRank · unranked

262 citations

Casey Paquola, Bo‐yong Park, Jessica Royer, Yezhou Wang, Oualid Benkarim +11 more

Longitudinal Structural Brain Changes in Bipolar Disorder: A Multicenter Neuroimaging Study of 1232 Individuals by the ENIGMA Bipolar Disorder Working Group

Biological Psychiatry(2021)10.1016/j.biopsych.2021.09.008

N/A

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