Nikolaos Koutsouleris

Department of Psychiatry und Psychotherapy, LMU University Hospital, LMU Munich, Munich, Germany

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 3%percentile

1.1Author DataRank

Indexed papers

5in 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 5 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.

Development of the PSYCHS : Positive SYmptoms and Diagnostic Criteria for the CAARMS Harmonized with the SIPS

Early Intervention in Psychiatry(2023)10.1111/eip.13457

Top 33%

0.607DataRank

Top 33%41 citations

Sophie Parker, Melissa Kerr, Barbara C. Walsh, S. Andrea Wijtenburg, Nicholas Prunier +68 more

Papers

Driven by 52 papers — median percentile 33. Top paper: “Toward Generalizable and Transdiagnostic Tools for Psychosis Prediction: An Independent Validation and Improvement of the NAPLS-2 Risk Calculator in the Multisite PRONIA Cohort”.

Toward Generalizable and Transdiagnostic Tools for Psychosis Prediction: An Independent Validation and Improvement of the NAPLS-2 Risk Calculator in the Multisite PRONIA Cohort

Biological Psychiatry(2021)10.1016/j.biopsych.2021.06.023

N/A

1.0DataRank · unranked

52 citations

Michelle Worthington, Dominic Dwyer, Lana Kambeitz‐Ilankovic, Rachele Sanfelici, Paolo Fusar‐Poli +30 more

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

Brain(2020)10.1093/brain/awaa160

N/A

0.902DataRank · unranked

407 citations

Guray Erus, Jimit Doshi, Mohamad Habes, Ilya M. Nasrallah, Monica Truelove‐Hill +25 more

Neurobiologically Based Stratification of Recent-Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes

Biological Psychiatry(2022)10.1016/j.biopsych.2022.03.021

N/A

0.881DataRank · unranked

48 citations

Lianne Schmaal, Stephen J. Wood, Renate Reniers, Nicholas M. Barnes, Katharine Chisholm +30 more

Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages

JAMA Psychiatry(2022)10.1001/jamapsychiatry.2022.1163

N/A

0.865DataRank · unranked

33 citations

Madalina-Octavia Buciuman, Anne Ruef, Joseph Kambeitz, Mark Sen Dong, Caedyn L. Stinson +94 more

The promise of a model-based psychiatry: building computational models of mental ill health

The Lancet Digital Health(2022)10.1016/s2589-7500(22)00152-2

N/A

0.681DataRank · unranked

93 citations

Vasilisa Skvortsova, Munmun De Choudhury, Nikolaos Koutsouleris, Tobias U. Hauser

Deep Generative Medical Image Harmonization for Improving Cross‐Site Generalization in Deep Learning Predictors

Journal of Magnetic Resonance Imaging(2021)10.1002/jmri.27908

N/A

0.668DataRank · unranked

85 citations

Jimit Doshi, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Ashish Singh +26 more

Predicting sporadic Alzheimer's disease progression via inherited Alzheimer's disease‐informed machine‐learning

Alzheimer s & Dementia(2020)10.1002/alz.12032

N/A

0.652DataRank · unranked

76 citations

Nikolaos Koutsouleris, Tammie L.S. Benzinger, Alison Goate, Celeste M. Karch, Anne M. Fagan +21 more

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes

Medical Image Analysis(2021)10.1016/j.media.2021.102304

N/A

0.633DataRank · unranked

67 citations

Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Guray Erus +25 more

EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation

Schizophrenia Bulletin(2024)10.1093/schbul/sbae150

N/A

0.620DataRank · unranked

18 citations

David Popovic, Daniel Keeser, Adyasha Khuntia, Kolja Schiltz, Peter Falkai +3 more

Development of the PSYCHS : Positive SYmptoms and Diagnostic Criteria for the CAARMS Harmonized with the SIPS

Early Intervention in Psychiatry(2023)10.1111/eip.13457

Top 33%

0.607DataRank

Top 33%41 citations

Sophie Parker, Melissa Kerr, Barbara C. Walsh, S. Andrea Wijtenburg, Nicholas Prunier +68 more

A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents

Journal of Neuroscience(2020)10.1523/jneurosci.2092-19.2019

N/A

0.598DataRank · unranked

53 citations

Guray Erus, Vishnu Bashyam, Erdem Varol, Chiharu Sako, Ruben C. Gur +8 more

Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium

Molecular Psychiatry(2023)10.1038/s41380-023-02069-0

N/A

0.542DataRank · unranked

36 citations

Ganesh B. Chand, Alessandro Pigoni, Adyasha Khuntia, Junhao Wen, Mathilde Antoniades +37 more

Genomic loci influence patterns of structural covariance in the human brain

Proceedings of the National Academy of Sciences(2023)10.1073/pnas.2300842120

N/A

0.542DataRank · unranked

36 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Theodore D. Satterthwaite, Zhijian Yang, Guray Erus +61 more

Identification of voxel-based texture abnormalities as new biomarkers for schizophrenia and major depressive patients using layer-wise relevance propagation on deep learning decisions

Psychiatry Research Neuroimaging(2021)10.1016/j.pscychresns.2021.111303

N/A

0.510DataRank · unranked

29 citations

Anne Ruef, Susanne Neufang, Christos Davatzikos, Stefan Borgwardt, Eva Meisenzahl +2 more

Transdiagnostic subgroups of cognitive impairment in early affective and psychotic illness

Neuropsychopharmacology(2023)10.1038/s41386-023-01729-7

N/A

0.425DataRank · unranked

16 citations

Luzie Badde, Shalaila S. Haas, Carolina Bonivento, Tamsyn E. Van Rheenen, Linda A. Antonucci +94 more

Deep Learning-Based Retinal Layer Segmentation in Optical Coherence Tomography Scans of Patients with Inherited Retinal Diseases

Klinische Monatsblätter für Augenheilkunde(2023)10.1055/a-2227-3742

N/A

0.381DataRank · unranked

8 citations

Robin Mittas, Nastassya Horlava, Johannes B Schiefelbein, Ben Asani, Stylianos Michalakis +9 more

Novel Gyrification Networks Reveal Links with Psychiatric Risk Factors in Early Illness

Cerebral Cortex(2021)10.1093/cercor/bhab288

N/A

0.330DataRank · unranked

8 citations

Anne Ruef, Linda A. Antonucci, Nora Penzel, Aristeidis Sotiras, Mark Sen Dong +22 more

Structural and Functional Brain Patterns Predict Formal Thought Disorder’s Severity and Its Persistence in Recent-Onset Psychosis: Results From the PRONIA Study

Biological Psychiatry Cognitive Neuroscience and Neuroimaging(2023)10.1016/j.bpsc.2023.06.001

N/A

0.312DataRank · unranked

7 citations

Oemer Faruk Oeztuerk, David Popovic, Paolo Enrico, Anne Ruef, Nadia Bieler +27 more

Novel genomic loci influence patterns of structural covariance in the human brain

medRxiv(2022)10.1101/2022.07.20.22277727

N/A

0.269DataRank · unranked

5 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Theodore D. Satterthwaite, Zhijian Yang, Guray Erus +66 more

Data analysis strategies for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00561-w

Top 63%

0.215DataRank

Top 63%3 citations

Pablo Polosecki, Jean Addington, Celso Arango, Ameneh Asgari-Targhi, Tashrif Billah +58 more

Distinct multimodal biological and functional profiles of symptom-based subgroups in recent-onset psychosis

Research Square(2024)10.21203/rs.3.rs-3949072/v1

N/A

0.208DataRank · unranked

3 citations

Madalina-Octavia Buciuman, Clara Vetter, Clara Weyer, Paul Zhutovsky, Santiago Tovar Perdomo +23 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

Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures

medRxiv(2023)10.1101/2023.12.29.23300642

N/A

0.165DataRank · unranked

2 citations

Junhao Wen, Guray Erus, Sindhuja Tirumalai Govindarajan, Randa Melhem, Elizabeth Mamourian +48 more

Mega-analysis of brain structural covariance, genetics, and clinical phenotypes

Research Square(2022)10.21203/rs.3.rs-1503113/v1

N/A

0.165DataRank · unranked

2 citations

Ilya M. Nasrallah, Ahmed Abdulkadir, Theodore D. Satterthwaite, Guray Erus, Timothy Robert‐Fitzgerald +58 more

Sample Ascertainment and Recruitment Sources in the Accelerating Medicines Partnership Schizophrenia Program

Schizophrenia Bulletin Open(2025)10.1093/schizbullopen/sgaf013

Top 78%

0.104DataRank

Top 78%1 citations

Amy Shalev, Lu Liu, Cari Jahraus, Monica Chu, Emily K. Farina +75 more

Multimodal biological profiles of symptom-based subgroups in recent-onset psychosis

Research Square(2025)10.21203/rs.3.rs-7867983/v1

N/A

0DataRank · unranked

0 citations

Madalina-Octavia Buciuman, Clara Vetter, Ananda Bajrić, Clara Weyer, Santiago Tovar Perdomo +24 more

Development of the PSYCHS: Positive SYmptoms and Diagnostic Criteria for the CAARMS Harmonized with the SIPS

UNC Libraries(2025)10.17615/2934-4s70

N/A

0DataRank · unranked

0 citations

Sylvain Bouix, Michael J. Coleman, Catalina Mourgues, Beau‐Luke Colton, Merete Nordentoft +68 more

Mapping Neurochemical Signatures onto Brain Structure for Neurotransmitter-Informed Discrimination of Schizophrenia Patients from Healthy Controls

medRxiv(2025)10.64898/2025.12.04.25341533

N/A

0DataRank · unranked

0 citations

Florian J. Raabe, Daniel Keeser, Clara Vetter, John F. Fanning, Alkomiet Hasan +6 more

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Brain(2020)10.1093/brain/awaa025

N/A

0DataRank · unranked

278 citations

Dominic Dwyer, Guray Erus, Aristeidis Sotiras, Erdem Varol, Dhivya Srinivasan +23 more

Multi-scale semi-supervised clustering of brain images: deriving disease subtypes

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.19.440501

N/A

0DataRank · unranked

7 citations

Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Guray Erus +26 more

Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population

American Journal of Psychiatry(2022)10.1176/appi.ajp.21070686

N/A

0DataRank · unranked

51 citations

Pankhuri Singhal, Dominic Dwyer, Junhao Wen, Guray Erus, Jimit Doshi +30 more

Identification of texture MRI brain abnormalities on first-episode psychosis and clinical high-risk subjects using explainable artificial intelligence

Translational Psychiatry(2022)10.1038/s41398-022-02242-z

N/A

0DataRank · unranked

20 citations

Christina Andreou, Helena Rogg, Mihai Avram, Anne Ruef, Christos Davatzikos +3 more

Two schizophrenia imaging signatures and their associations with cognition, psychopathology, and genetics in the general population

medRxiv(2022)10.1101/2022.01.07.22268854

N/A

0DataRank · unranked

2 citations

Pankhuri Singhal, Dominic Dwyer, Junhao Wen, Guray Erus, Jimit Doshi +30 more

Three Imaging Endophenotypes Characterize Neuroanatomical Heterogeneity of Autism Spectrum Disorder

Research Square(2022)10.21203/rs.3.rs-1768841/v1

N/A

0DataRank · unranked

1 citations

Junhao Wen, Susan Sotardi, Edward S. Brodkin, Ganesh B. Chand, Dominic Dwyer +26 more

Digital mental health: challenges and next steps

BMJ Mental Health(2023)10.1136/bmjment-2023-300670

N/A

0DataRank · unranked

214 citations

Charlotte Blease, Maria Faurholt‐Jepsen, Joseph Firth, Tom Van Daele, Carmen Moreno +8 more

Patterns of risk—Using machine learning and structural neuroimaging to identify pedophilic offenders

Frontiers in Psychiatry(2023)10.3389/fpsyt.2023.1001085

N/A

0DataRank · unranked

12 citations

Maximilian Wertz, Carolin Geisler, Joern Kaufmann, Markku Lähteenvuo, Johannes Lieslehto +7 more

Development of the PSYCHS: Positive SYmptoms and Diagnostic Criteria for the CAARMS Harmonized with the SIPS

medRxiv(2023)10.1101/2023.04.29.23289226

N/A

0DataRank · unranked

21 citations

Sophie Parker, Melissa Kerr, Barbara C. Walsh, S. Andrea Wijtenburg, Nicholas Prunier +83 more

Brain aging patterns in a large and diverse cohort of 49,482 individuals

Nature Medicine(2024)10.1038/s41591-024-03144-x

N/A

0DataRank · unranked

82 citations

Junhao Wen, Guray Erus, Sindhuja Tirumalai Govindarajan, Randa Melhem, Elizabeth Mamourian +48 more

Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ): Rationale and Study Design of the Largest Global Prospective Cohort Study of Clinical High Risk for Psychosis

Schizophrenia Bulletin(2024)10.1093/schbul/sbae011

N/A

0DataRank · unranked

75 citations

Barnaby Nelson, Jean Addington, Kelly Allott, Alan Anticevic, Celso Arango +95 more

Magnetic resonance imaging–based machine learning classification of schizophrenia spectrum disorders: a meta‐analysis

Psychiatry and Clinical Neurosciences(2024)10.1111/pcn.13736

N/A

0DataRank · unranked

16 citations

David Antonio Grimaldi, Giulia Cattarinussi, Annabella Di Giorgio, Clara Locatelli, Adyasha Khuntia +5 more

BMIgap: a new tool to quantify transdiagnostic brain signatures of current and future weight

Research Square(2024)10.21203/rs.3.rs-5259910/v1

N/A

0DataRank · unranked

1 citations

Adyasha Khuntia, David Popovic, Elif Sarisik, Madalina-Octavia Buciuman, Mads L. Pedersen +17 more

Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ): Rationale and Study Design of the Largest Global Prospective Cohort Study of Clinical High Risk for Psychosis

UNC Libraries(2024)10.17615/rqtf-zj40

N/A

0DataRank · unranked

0 citations

Kerstin Langbein, Andrew Thompson, Louise Birkedal Glenthøj, César Salinas, Patrick D. McGorry +95 more

Exploring the Predictive Value of Structural Covariance Networks for the Diagnosis of Schizophrenia

Oxford University Research Archive (ORA) (University of Oxford)(2024)10.31219/osf.io/twgjb

N/A

0DataRank · unranked

0 citations

A.E. Bender, Dominic Dwyer, Maxime Montembeault, Anne Ruef, Katharine Chrisholm +20 more

Digital health technologies in the accelerating medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00599-w

N/A

0DataRank · unranked

10 citations

Ann Ee Ching, Yoonho Chung, Habiballah Rahimi-Eichi, Erlend Lane, Carsten Langholm +75 more

Cognitive assessment in the Accelerating Medicines Partnership® Schizophrenia Program: harmonization priorities and strategies in a diverse international sample

Schizophrenia(2025)10.1038/s41537-025-00578-1

N/A

0DataRank · unranked

8 citations

Walid Yassin, Luis Alameda, Tashrif Billah, Owen Borders, Kate Buccilli +93 more

The MR neuroimaging protocol for the Accelerating Medicines Partnership® Schizophrenia Program

Schizophrenia(2025)10.1038/s41537-025-00581-6

N/A

0DataRank · unranked

8 citations

Kang Ik K. Cho, Alan Anticevic, Nicolas R. Bolo, Sylvain Bouix, Dylan Campbell +82 more

The electroencephalography protocol for the Accelerating Medicines Partnership® Schizophrenia Program: Reliability and stability of measures

Schizophrenia(2025)10.1038/s41537-025-00622-0

N/A

0DataRank · unranked

8 citations

Spero Nicholas, Brian J. Roach, Tashrif Billah, Suzie Lavoie, Thomas J. Whitford +95 more

Collecting language, speech acoustics, and facial expression to predict psychosis and other clinical outcomes: strategies from the AMP® SCZ initiative

Schizophrenia(2025)10.1038/s41537-025-00669-z

N/A

0DataRank · unranked

2 citations

Eduardo Castro, Carla Agurto, Einat Liebenthal, Michaela Ennis, Justin T. Baker +72 more

Exploring the predictive value of structural covariance networks for the diagnosis of schizophrenia

Frontiers in Psychiatry(2025)10.3389/fpsyt.2025.1570797

N/A

0DataRank · unranked

1 citations

A.E. Bender, Dominic Dwyer, Max Montembeault, Anne Ruef, Katharine Chisholm +20 more

Disrupted Hierarchical Functional Brain Organization in Affective and Psychotic Disorders: Insights from Functional Brain Gradients

Research Square(2025)10.21203/rs.3.rs-6287335/v1

N/A

0DataRank · unranked

0 citations

H. Häcker, Linnea Hoheisel, Madalina Buciuman, Annkathrin Böke, Theresa Lichtenstein +17 more

From Snapshots to Stable Outcomes: Resting-State Functional Magnetic Resonance Imaging–Based Prognosis of Functioning in Patients With Psychosis Risk or Recent-Onset Depression

Biological Psychiatry(2025)10.1016/j.biopsych.2025.07.003

N/A

0DataRank · unranked

0 citations

Shalaila S. Haas, Linda A. Antonucci, Elif Sarisik, Adyasha Khuntia, Theresa Lichtenstein +20 more

Baseline Clinical Characterization of Participants in the Accelerating Medicines Partnership Schizophrenia Program

Schizophrenia Bulletin Open(2025)10.1093/schizbullopen/sgaf012

Top 100%

0DataRank

Top 100%0 citations

Lu Liu, Monica Chu, Karl Jungert, Nora Penzel, Ofer Pasternak +77 more

Nikolaos Koutsouleris

Indexed papers

Top data-sharing exemplar

Papers