Heather C. Whalley

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

8.4Author DataRank

Indexed papers

9in 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 9 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 →

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 66 papers — median percentile 64. 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

Brain structural abnormalities in obesity: relation to age, genetic risk, and common psychiatric disorders

Molecular Psychiatry(2020)10.1038/s41380-020-0774-9

N/A

3.4DataRank · unranked

159 citations

Anbupalam Thalamuthu, Yuri Milaneschi, Dominik Grotegerd, Claas Flint, Ramona Leenings +59 more

Large-scale analysis of structural brain asymmetries in schizophrenia via the ENIGMA consortium

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2213880120

Top 14%

1.5DataRank

Top 14%83 citations

Merel C. Postema, Masaki Fukunaga, Junya Matsumoto, Kenichiro Miura, Sonja M. C. de Zwarte +95 more

Intelligence, educational attainment, and brain structure in those at familial high‐risk for schizophrenia or bipolar disorder

Human Brain Mapping(2020)10.1002/hbm.25206

N/A

0.922DataRank · unranked

40 citations

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

The role of brain structure in the association between pubertal timing and depression risk in an early adolescent sample (the ABCD Study®): A registered report

Developmental Cognitive Neuroscience(2023)10.1016/j.dcn.2023.101223

Top 28%

0.708DataRank

Top 28%25 citations

Judith Allardyce, Amelia Edmondson-Stait, Xueyi Shen, Hannah Casey, Stella W. Y. Chan +8 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

0.661DataRank · unranked

81 citations

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

Brain structural correlates of insomnia severity in 1053 individuals with major depressive disorder: results from the ENIGMA MDD Working Group

Translational Psychiatry(2020)10.1038/s41398-020-01109-5

N/A

0.628DataRank · unranked

65 citations

Tessa F. Blanken, Elena Pozzi, Neda Jahanshad, Lyubomir I. Aftanas, Ole A. Andreassen +48 more

Brain Correlates of Suicide Attempt in 18,925 Participants Across 18 International Cohorts

Biological Psychiatry(2021)10.1016/j.biopsych.2021.03.015

N/A

0.626DataRank · unranked

64 citations

Paul M. Thompson, Dick J. Veltman, Elena Pozzi, Laura S. van Veltzen, Neda Jahanshad +58 more

DNA methylome-wide association study of genetic risk for depression implicates antigen processing and immune responses

Genome Medicine(2022)10.1186/s13073-022-01039-5

N/A

0.557DataRank · unranked

40 citations

Doretta Caramaschi, Mark J. Adams, Rosie M. Walker, Josine L. Min, Alex S. F. Kwong +12 more

Cognitive Function in People With Familial Risk of Depression

JAMA Psychiatry(2023)10.1001/jamapsychiatry.2023.0716

N/A

0.549DataRank · unranked

18 citations

Marc J. Gameroff, Joey Ward, Mark E.S. Bailey, Donald M. Lyall, Laura M. Lyall +13 more

Large-scale analysis of structural brain asymmetries in schizophrenia via the ENIGMA consortium

medRxiv(2022)10.1101/2022.03.01.22271652

Top 36%

0.543DataRank

Top 36%11 citations

Merel C. Postema, Masaki Fukunaga, Junya Matsumoto, Kenichiro Miura, Sonja M. C. de Zwarte +95 more

Identification of plasma proteins relating to brain neurodegeneration and vascular pathology in cognitively normal individuals

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring(2021)10.1002/dad2.12240

Top 36%

0.541DataRank

Top 36%11 citations

Colin R. Buchanan, Simon R. Cox, Robert F. Hillary, Riccardo E. Marioni, Archie Campbell +14 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

0.539DataRank · unranked

11 citations

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

Concurrent validity and reliability of suicide risk assessment instruments: A meta-analysis of 20 instruments across 27 international cohorts.

Neuropsychology(2023)10.1037/neu0000850

N/A

0.524DataRank · unranked

32 citations

Laura S. van Velzen, Dick J Veltman, Elena Pozzi, Sonia Ambrogi, Elizabeth D. Ballard +86 more

Early-life inflammatory markers and subsequent psychotic and depressive episodes between 10 to 28 years of age

Brain Behavior & Immunity - Health(2022)10.1016/j.bbih.2022.100528

N/A

0.464DataRank · unranked

21 citations

Xueyi Shen, Mark J. Adams, Miruna C. Barbu, Hannah Jones, Véronique E. Miron +8 more

White matter, cognition and psychotic-like experiences in UK Biobank

Psychological Medicine(2021)10.1017/s0033291721004244

Top 43%

0.437DataRank

Top 43%12 citations

Simon R. Cox, Tim Ziermans, Colin R. Buchanan, Xueyi Shen, Elliot M. Tucker–Drob +4 more

Brain correlates of suicide attempt in 18,925 participants across 18 international cohorts

medRxiv(2020)10.1101/2020.05.06.20090191

N/A

0.345DataRank · unranked

9 citations

Paul M. Thompson, Dick J. Veltman, Elena Pozzi, Laura S. van Veltzen, Neda Jahanshad +59 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

0.269DataRank · unranked

5 citations

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

DNA methylation signatures of C-reactive protein associations with structural neuroimaging measures and major depressive disorder

medRxiv(2020)10.1101/2020.08.12.20173567

N/A

0.245DataRank · unranked

2 citations

Xueyi Shen, Anna J. Stevenson, Eleanor L.S. Conole, Mathew A. Harris, Miruna C. Barbu +18 more

Concurrent validity and reliability of suicide risk assessment instruments: A meta analysis of 20 instruments across 27 international cohorts

medRxiv(2021)10.1101/2021.09.15.21263562

N/A

0.241DataRank · unranked

4 citations

Laura S. van Velzen, Dick J. Veltman, Elena Pozzi, Sonia Ambrogi, Elizabeth D. Ballard +85 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

0.208DataRank · unranked

3 citations

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

Towards collaborative data science in mental health research: The ECNP neuroimaging network accessible data repository

Neuroscience Applied(2024)10.1016/j.nsa.2024.105407

Top 67%

0.176DataRank

Top 67%2 citations

Madalina-Octavia Buciuman, John F. Fanning, Aleks Stolicyn, Clara Vetter, Reetta-Liina Armio +25 more

Comprehensive Assessment of Sleep Duration, Insomnia and Brain Structure within the UK Biobank Cohort

10.1101/2023.06.19.23291496

N/A

0.165DataRank · unranked

2 citations

Laura M. Lyall, Donald M. Lyall, Nikolaj Høier, Mark J. Adams, Xueyi Shen +5 more

Different genetic liabilities to neuropsychiatric conditions in suicides with no prior suicidality

medRxiv(2025)10.1101/2025.05.02.25326877

N/A

0.165DataRank · unranked

2 citations

Andrey A. Shabalin, Eric T. Monson, Emily DiBlasi, Seonggyun Han, Lisa Baird +15 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

0.165DataRank · unranked

2 citations

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

0.165DataRank · unranked

2 citations

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

Lifetime brain atrophy estimated from a single MRI: measurement characteristics and genome-wide correlates

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.11.06.622274

Top 72%

0.110DataRank

Top 72%1 citations

Isabelle F. Foote, Charley Xia, Gail Davies, Joanna E. Moodie, Adele M. Taylor +19 more

Brain maps of general cognitive function and spatial correlations with neurobiological cortical profiles

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.12.17.628670

N/A

0DataRank · unranked

2 citations

Colin R. Buchanan, Anna E. Fürtjes, Eleanor L.S. Conole, Aleks Stolicyn, Janie Corley +11 more

Associations between IL-6 and trajectories of depressive symptoms across the life course: Evidence from ALSPAC and UK Biobank cohorts

medRxiv(2024)10.1101/2024.04.26.24306425

N/A

0DataRank · unranked

0 citations

Eleanor Davyson, Xueyi Shen, Mark J. Adams, Golam M. Khandaker, Véronique E. Miron +5 more

Recommendations for defining treatment outcomes in major psychiatric disorders using real-world data

The Lancet Psychiatry(2025)10.1016/s2215-0366(25)00061-6

N/A

0DataRank · unranked

14 citations

Sophie E. Smart, Guðmundur Einarsson, Anders Kämpe, Lina Jönsson, Maris Alver +25 more

Associations between IL-6 and trajectories of depressive symptoms across the life course: Evidence from ALSPAC and UK Biobank cohorts

European Psychiatry(2025)10.1192/j.eurpsy.2025.7

N/A

0DataRank · unranked

12 citations

Eleanor Davyson, Xueyi Shen, Mark J. Adams, Golam M. Khandaker, Véronique E. Miron +5 more

Network temperature as a metric of stability in depression symptoms across adolescence

Nature Mental Health(2025)10.1038/s44220-025-00415-5

N/A

0DataRank · unranked

8 citations

Aja Louise Murray, Keith Smith, Andrea G. Allegrini, Giulia Piazza, Henrik Larsson +4 more

Measurement characteristics and genome-wide correlates of lifetime brain atrophy estimated from a single MRI

Nature Communications(2025)10.1038/s41467-025-61978-6

N/A

0DataRank · unranked

4 citations

Isabelle F. Foote, Charley Xia, Gail Davies, Joanna E. Moodie, Adele M. Taylor +19 more

Brain maps of general cognitive functioning: neuroimaging and neurobiological signatures

Translational Psychiatry(2025)10.1038/s41398-025-03617-8

N/A

0DataRank · unranked

2 citations

Colin R. Buchanan, Anna E. Fürtjes, Eleanor L.S. Conole, Aleks Stolicyn, Janie Corley +11 more

Relative Strength Variability Measures for Brain Structural Connectomes and Their Relationship With Cognitive Functioning

Human Brain Mapping(2025)10.1002/hbm.70314

N/A

0DataRank · unranked

1 citations

Colin R. Buchanan, Joanna E. Moodie, Ian J. Deary, Elliot M. Tucker–Drob, Mark E. Bastin +4 more

Longitudinal Prediction of Adolescent Depression from Environmental and Polygenic Risk Scores

medRxiv(2025)10.1101/2025.07.08.25331098

N/A

0DataRank · unranked

1 citations

P Grimes, Alex S. F. Kwong, Stephen M. Lawrie, Heather C. Whalley, Eileen Y. Xu

Relative strength variability measures for brain structural connectomes and their relationship with cognitive functioning

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.03.15.643458

N/A

0DataRank · unranked

0 citations

Colin R. Buchanan, Joanna E. Moodie, Ian J. Deary, Elliot M. Tucker–Drob, Mark E. Bastin +4 more

Genetic Liabilities to Neuropsychiatric Conditions in Suicide Deaths With No Prior Suicidality

JAMA Network Open(2025)10.1001/jamanetworkopen.2025.38204

N/A

0DataRank · unranked

3 citations

Andrey A. Shabalin, Eric T. Monson, Emily DiBlasi, Seonggyun Han, Lisa Baird +15 more

An automated machine learning approach to predict brain age from cortical anatomical measures

Human Brain Mapping(2020)10.1002/hbm.25028

N/A

0DataRank · unranked

48 citations

Walter Hugo Lopez Pinaya, Federico Turkheimer, James H. Cole, Robert Leech, Mathew A. Harris +5 more

Psychotic-like experiences, polygenic risk scores for schizophrenia, and structural properties of the salience, default mode, and central-executive networks in healthy participants from UK Biobank

Translational Psychiatry(2020)10.1038/s41398-020-0794-x

N/A

0DataRank · unranked

31 citations

Manuel Blesa, Mark E. Bastin, James W. Madole, Colin R. Buchanan, Joost Janssen +9 more

Gabapentin to reduce pain in women aged between 18 and 50 years with chronic pelvic pain: the GaPP2 RCT

Efficacy and Mechanism Evaluation(2020)10.3310/eme07070

N/A

0DataRank · unranked

6 citations

Katy Vincent, Lee Middleton, Liana Romaniuk, Magda Koscielniak, Ann Doust +5 more

DNA Methylation and Protein Markers of Chronic Inflammation and Their Associations With Brain and Cognitive Aging

Neurology(2021)10.1212/wnl.0000000000012997

N/A

0DataRank · unranked

103 citations

Anna J. Stevenson, Susana Muñoz Maniega, Sarah E. Harris, Claire Green, María Valdés Hernández +9 more

Three major dimensions of human brain cortical ageing in relation to cognitive decline across the eighth decade of life

Molecular Psychiatry(2021)10.1038/s41380-020-00975-1

N/A

0DataRank · unranked

67 citations

Mathew A. Harris, Stuart J. Ritchie, Colin R. Buchanan, Maria C. Valdés Hernández, Janie Corley +11 more

Brain structural associations with depression in a large early adolescent sample (the ABCD study®)

EClinicalMedicine(2021)10.1016/j.eclinm.2021.101204

N/A

0DataRank · unranked

44 citations

Niamh MacSweeney, Stella W. Y. Chan, Miruna C. Barbu, Mark J. Adams, Stephen M. Lawrie +4 more

Epigenome-wide association study of alcohol consumption in N = 8161 individuals and relevance to alcohol use disorder pathophysiology: identification of the cystine/glutamate transporter SLC7A11 as a top target

Molecular Psychiatry(2021)10.1038/s41380-021-01378-6

N/A

0DataRank · unranked

47 citations

Toni‐Kim Clarke, Zachary Kaminsky, Rosie M. Walker, Mairead L. Bermingham, Jeesun Jung +14 more

Associations between alcohol use and accelerated biological ageing

Addiction Biology(2021)10.1111/adb.13100

N/A

0DataRank · unranked

42 citations

Kadi Vaher, Laura de Nooij, Matthew Harris, James H. Cole, Simon R. Cox +9 more

Spectral clustering based on structural magnetic resonance imaging and its relationship with major depressive disorder and cognitive ability

European Journal of Neuroscience(2021)10.1111/ejn.15423

N/A

0DataRank · unranked

9 citations

Xueyi Shen, Aleks Stolicyn, Laura de Nooij, Mathew A. Harris, Liana Romaniuk +14 more

Systematic Evaluation of Machine Learning Algorithms for Neuroanatomically-Based Age Prediction in Youth

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.24.469888

N/A

0DataRank · unranked

4 citations

Heather C. Whalley, David C. Glahn, Paul M. Thompson, René S. Kahn, Sophia Frangou +1 more

DNA methylome-wide association study of genetic risk for depression implicates antigen processing and immune responses

medRxiv(2021)10.1101/2021.06.30.21259731

N/A

0DataRank · unranked

1 citations

Doretta Caramaschi, Mark J. Adams, Rosie M. Walker, Josine L. Min, Alex S. F. Kwong +12 more

Sex differences in predictors and regional patterns of brain age gap estimates

Human Brain Mapping(2022)10.1002/hbm.25983

N/A

0DataRank · unranked

48 citations

Ruiyang Ge, Mathilde Antoniades, Amirhossein Modabbernia, Shalaila S. Haas, Heather C. Whalley +5 more

Predicting sex, age, general cognition and mental health with machine learning on brain structural connectomes

Human Brain Mapping(2022)10.1002/hbm.26182

N/A

0DataRank · unranked

28 citations

Aleks Stolicyn, Colin R. Buchanan, Elliot M. Tucker–Drob, Mark E. Bastin, Saturnino Luz +5 more

Systematic evaluation of machine learning algorithms for neuroanatomically‐based age prediction in youth

Human Brain Mapping(2022)10.1002/hbm.26010

N/A

0DataRank · unranked

20 citations

Heather C. Whalley, David C. Glahn, Paul M. Thompson, René S. Kahn, Sophia Frangou +1 more

Accelerated Global and Local Brain Aging Differentiate Cognitively Impaired From Cognitively Spared Patients With Schizophrenia

Frontiers in Psychiatry(2022)10.3389/fpsyt.2022.913470

N/A

0DataRank · unranked

19 citations

Ruiyang Ge, Nicole Sanford, Amirhossein Modabbernia, Abraham Reichenberg, Heather C. Whalley +3 more

Comparing personalized brain-based and genetic risk scores for major depressive disorder in large population samples of adults and adolescents

European Psychiatry(2022)10.1192/j.eurpsy.2022.2301

N/A

0DataRank · unranked

3 citations

Xueyi Shen, Aleks Stolicyn, Mathew A. Harris, Mark J. Adams, Miruna C. Barbu +7 more

AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale

Research Square(2022)10.21203/rs.3.rs-1608215/v1

N/A

0DataRank · unranked

1 citations

Guray Erus, Yong Fan, Mathilde Antoniades, Danilo Arnone, Stephen R. Arnott +44 more

Classification accuracy of structural and functional connectomes across different depressive phenotypes

medRxiv(2022)10.1101/2022.11.22.22282621

N/A

0DataRank · unranked

1 citations

Aleks Stolicyn, Xueyi Shen, Mark J. Adams, Liana Romaniuk, Gladi Thng +8 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

Early-life inflammatory markers and subsequent episodes of depression and psychotic experiences in the ALSPAC birth cohort

medRxiv(2022)10.1101/2022.07.12.22277542

N/A

0DataRank · unranked

0 citations

Xueyi Shen, Mark J. Adams, Miruna C. Barbu, Hannah Jones, Véronique E. Miron +8 more

Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

Research Square(2022)10.21203/rs.3.rs-2289671/v1

N/A

0DataRank · unranked

0 citations

Cynthia H.Y. Fu, Guray Erus, José García, Yong Fan, Danilo Arnone +43 more

AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale

BMC Psychiatry(2023)10.1186/s12888-022-04509-7

N/A

0DataRank · unranked

20 citations

Guray Erus, Yong Fan, Mathilde Antoniades, Danilo Arnone, Stephen R. Arnott +44 more

Classification accuracy of structural and functional connectomes across different depressive phenotypes

Imaging Neuroscience(2023)10.1162/imag_a_00064

N/A

0DataRank · unranked

2 citations

Aleks Stolicyn, Xueyi Shen, Mark J. Adams, Liana Romaniuk, Gladi Thng +8 more

Copy-number variants and polygenic risk for intelligence confer risk for autism spectrum disorder irrespective of their effects on cognitive ability

medRxiv(2023)10.1101/2023.11.29.23299190

N/A

0DataRank · unranked

0 citations

Vincent-Raphaël Bourque, Élise Douard, Guillaume Huguet, Cécile Poulain, Jay P. Ross +19 more

Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo

Nature Mental Health(2024)10.1038/s44220-023-00187-w

N/A

0DataRank · unranked

43 citations

Mathilde Antoniades, Guray Erus, José García, Yong Fan, Danilo Arnone +44 more

General and specific patterns of cortical gene expression as spatial correlates of complex cognitive functioning

Human Brain Mapping(2024)10.1002/hbm.26641

N/A

0DataRank · unranked

9 citations

Sarah E. Harris, Mathew A. Harris, Colin R. Buchanan, Gail Davies, Adele M. Taylor +21 more

A comprehensive hierarchical comparison of structural connectomes in Major Depressive Disorder cases v. controls in two large population samples

Psychological Medicine(2024)10.1017/s0033291724000643

N/A

0DataRank · unranked

2 citations

Xueyi Shen, Aleks Stolicyn, Mark J. Adams, Hon Wah Yeung, Venia Batziou +12 more

Heather C. Whalley

Indexed papers

Top data-sharing exemplar

Papers