Nikolaos Koutsouleris

Nikolaos Koutsouleris

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Nikolaos Koutsouleris

Nikolaos Koutsouleris

Publications by authors named "Nikolaos Koutsouleris"

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A Pattern of Cognitive Deficits Stratified for Genetic and Environmental Risk Reliably Classifies Patients With Schizophrenia From Healthy Control Subjects.

Biol Psychiatry 2020 Apr 15;87(8):697-707. Epub 2019 Nov 15.

Department of Basic Medical Sciences, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy; Bari University Hospital, Bari, Italy. Electronic address:

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http://dx.doi.org/10.1016/j.biopsych.2019.11.007DOI Listing
April 2020

Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: A machine learning analysis of the ELECT-TDCS study.

J Affect Disord 2020 Mar 22;265:460-467. Epub 2020 Jan 22.

Laboratory of Neurosciences (LIM-27), Department and Institute of Psychiatry, Faculdade de Medicina da Universidade de São Paulo, R Dr Ovidio Pires de Campos 785, 2o andar, São Paulo 05403-000, Brazil; Department of Internal Medicine, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, São Paulo 05508-000, Brazil. Electronic address:

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http://dx.doi.org/10.1016/j.jad.2020.01.118DOI Listing
March 2020

Prevention of Psychosis: Advances in Detection, Prognosis, and Intervention.

JAMA Psychiatry 2020 Mar 11. Epub 2020 Mar 11.

Institute of Psychiatry and Mental Health, Department of Child and Adolescent Psychiatry, Hospital General Universitario Gregorio Marañón, Universidad Complutense, Centro de Investigación Biomédica en Red Salud Mental (CIBERSAM), Madrid, Spain.

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http://dx.doi.org/10.1001/jamapsychiatry.2019.4779DOI Listing
March 2020

An Investigation of Psychosis Subgroups With Prognostic Validation and Exploration of Genetic Underpinnings: The PsyCourse Study.

JAMA Psychiatry 2020 Feb 12. Epub 2020 Feb 12.

Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany.

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http://dx.doi.org/10.1001/jamapsychiatry.2019.4910DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7042925PMC
February 2020

Amygdala subnucleus volumes in psychosis high-risk state and first-episode psychosis.

Schizophr Res 2020 Jan 16;215:284-292. Epub 2019 Nov 16.

PET Centre, Turku University Hospital, Kiinamyllynkatu 4-8, 20520, Turku, Finland; Department of Psychiatry, University of Turku, Kunnallissairaalantie 20, building 9, 20700, Turku, Finland; University of Ottawa Institute of Mental Health Research, Ottawa, ON, K1Z 8N3, Canada.

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http://dx.doi.org/10.1016/j.schres.2019.10.014DOI Listing
January 2020

Neuroanatomical heterogeneity of schizophrenia revealed by semi-supervised machine learning methods.

Schizophr Res 2019 12 21;214:43-50. Epub 2017 Dec 21.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA.

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https://linkinghub.elsevier.com/retrieve/pii/S09209964173076
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http://dx.doi.org/10.1016/j.schres.2017.12.008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013334PMC
December 2019

European college of neuropsychopharmacology network on the prevention of mental disorders and mental health promotion (ECNP PMD-MHP).

Eur Neuropsychopharmacol 2019 Dec 9;29(12):1301-1311. Epub 2019 Oct 9.

Institute of Psychiatry and Mental Health. Department of Child and Adolescent Psychiatry, Hospital General Universitario Gregorio Marañón School of Medicine, Universidad Complutense, Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), CIBERSAM, Madrid, Spain.

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http://dx.doi.org/10.1016/j.euroneuro.2019.09.006DOI Listing
December 2019

A machine learning investigation of volumetric and functional MRI abnormalities in adults born preterm.

Hum Brain Mapp 2019 10 22;40(14):4239-4252. Epub 2019 Jun 22.

Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.

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http://dx.doi.org/10.1002/hbm.24698DOI Listing
October 2019

The network structure of schizotypy in the general population.

Eur Arch Psychiatry Clin Neurosci 2019 Oct 23. Epub 2019 Oct 23.

Department of Psychology, University of Bonn, Kaiser-Karl-Ring 9, 53111, Bonn, Germany.

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http://dx.doi.org/10.1007/s00406-019-01078-xDOI Listing
October 2019

Translational machine learning for psychiatric neuroimaging.

Prog Neuropsychopharmacol Biol Psychiatry 2019 04 2;91:113-121. Epub 2018 Oct 2.

Department of Psychiatry and Psychotherapy, Ludwig Maximilian University, Germany.

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https://linkinghub.elsevier.com/retrieve/pii/S02785846183045
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http://dx.doi.org/10.1016/j.pnpbp.2018.09.014DOI Listing
April 2019

Specific Substantial Dysconnectivity in Schizophrenia: A Transdiagnostic Multimodal Meta-analysis of Resting-State Functional and Structural Magnetic Resonance Imaging Studies.

Biol Psychiatry 2019 04 11;85(7):573-583. Epub 2018 Dec 11.

Department of Neuroradiology, Klinikum rechts der Isar, Technische Universität München, Munich, Germany; Neuroimaging Center at the Technische Universität München, Klinikum rechts der Isar, Technische Universität München, Munich, Germany; Department of Psychiatry, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.

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http://dx.doi.org/10.1016/j.biopsych.2018.12.003DOI Listing
April 2019

Childhood Trauma in Schizophrenia: Current Findings and Research Perspectives.

Front Neurosci 2019 21;13:274. Epub 2019 Mar 21.

Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany.

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http://dx.doi.org/10.3389/fnins.2019.00274DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6448042PMC
March 2019

Reply to: Sample Size, Model Robustness, and Classification Accuracy in Diagnostic Multivariate Neuroimaging Analyses.

Biol Psychiatry 2018 12 7;84(11):e83-e84. Epub 2018 Feb 7.

Department of Psychiatry, Ludwig-Maximilians University Munich, Munich, Germany.

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http://dx.doi.org/10.1016/j.biopsych.2018.01.023DOI Listing
December 2018

Decreased BOLD fluctuations in lateral temporal cortices of premature born adults.

Hum Brain Mapp 2018 12 12;39(12):4903-4912. Epub 2018 Sep 12.

TUM-NIC Neuroimaging Center, Technische Universität München, Munich, Germany.

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http://doi.wiley.com/10.1002/hbm.24332
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http://dx.doi.org/10.1002/hbm.24332DOI Listing
December 2018

Impaired recovery in affective disorders and schizophrenia: sharing a common pathophysiology?

Eur Arch Psychiatry Clin Neurosci 2018 Dec;268(8):739-740

Department of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.

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http://link.springer.com/10.1007/s00406-018-0951-x
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http://dx.doi.org/10.1007/s00406-018-0951-xDOI Listing
December 2018

Predicting Barriers to Treatment for Depression in a U.S. National Sample: A Cross-Sectional, Proof-of-Concept Study.

Psychiatr Serv 2018 08 2;69(8):927-934. Epub 2018 Jul 2.

Dr. Chekroud, Dr. Gerhard, Dr. Gueorguieva, and Dr. Krystal are with the Department of Psychiatry and Dr. Roy is with the Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut. Dr. Chekroud is also with Spring Health, New York, where Mr. Chandra and Dr. Subramanyan are affiliated. Dr. Gueorguieva is also with the Department of Biostatistics, Yale University, New Haven, Connecticut. Mr. Foster is with Applied Data Science Partners, London. Dr. Zheutlin is with the Center for Genomic Medicine, Massachusetts General Hospital, Boston. Dr. Koutsouleris is with the Department of Psychiatry and Psychotherapy, Ludwig Maximilian University, Munich. Ms. Degli Esposti is with the Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom. Dr. Paulus is with the Laureate Institute for Brain Research, Tulsa, Oklahoma.

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http://dx.doi.org/10.1176/appi.ps.201800094DOI Listing
August 2018

Machine Learning Approaches for Clinical Psychology and Psychiatry.

Annu Rev Clin Psychol 2018 05 29;14:91-118. Epub 2018 Jan 29.

Department of Psychiatry and Psychotherapy, Section for Neurodiagnostic Applications, Ludwig-Maximilian University, Munich 80638, Germany; email: , ,

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http://dx.doi.org/10.1146/annurev-clinpsy-032816-045037DOI Listing
May 2018

BrainAGE in Mild Cognitive Impaired Patients: Predicting the Conversion to Alzheimer's Disease.

PLoS One 2013 27;8(6):e67346. Epub 2013 Jun 27.

Structural Brain Mapping Group, Department of Psychiatry, Jena University Hospital, Jena, Germany ; Department of Neurology, Jena University Hospital, Jena, Germany.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0067346PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3695013PMC
October 2017

Detecting Neuroimaging Biomarkers for Depression: A Meta-analysis of Multivariate Pattern Recognition Studies.

Biol Psychiatry 2017 09 9;82(5):330-338. Epub 2016 Nov 9.

Department of Psychiatry, Ludwig-Maximilians University Munich, Munich.

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http://dx.doi.org/10.1016/j.biopsych.2016.10.028DOI Listing
September 2017

Using neuroimaging to help predict the onset of psychosis.

Neuroimage 2017 01 1;145(Pt B):209-217. Epub 2016 Apr 1.

Department of Psychosis Studies, The Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom.

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http://dx.doi.org/10.1016/j.neuroimage.2016.03.075DOI Listing
January 2017

Transcranial direct current stimulation in children and adolescents: a comprehensive review.

J Neural Transm (Vienna) 2016 10 12;123(10):1219-34. Epub 2016 May 12.

Department of Psychiatry and Psychotherapy, Klinikum der Universität München, Nußbaumstr. 7, 80336, Munich, Germany.

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http://link.springer.com/10.1007/s00702-016-1572-z
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http://dx.doi.org/10.1007/s00702-016-1572-zDOI Listing
October 2016

Classifying individuals at high-risk for psychosis based on functional brain activity during working memory processing.

Neuroimage Clin 2015 30;9:555-63. Epub 2015 Sep 30.

Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland ; Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland ; Department of Psychosis Studies, King's College London, Institute of Psychiatry, De Crespigny Park 16, London SE58AF, UK.

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http://dx.doi.org/10.1016/j.nicl.2015.09.015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4625212PMC
July 2016

Prediction of outcome in the psychosis prodrome using neuroanatomical pattern classification.

Schizophr Res 2016 06 26;173(3):159-165. Epub 2015 Mar 26.

Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University, Munich, Germany.

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http://dx.doi.org/10.1016/j.schres.2015.03.005DOI Listing
June 2016

Grey matter volume differences in non-affective psychosis and the effects of age of onset on grey matter volumes: A voxelwise study.

Schizophr Res 2015 May 14;164(1-3):74-82. Epub 2015 Feb 14.

CIBERSAM, Centro Investigación Biomédica en Red de Salud Mental, Spain; Department of Psychiatry, University Hospital Marqués de Valdecilla, School of Medicine, University of Cantabria-IDIVAL, Santander, Spain.

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https://linkinghub.elsevier.com/retrieve/pii/S09209964150006
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http://dx.doi.org/10.1016/j.schres.2015.01.032DOI Listing
May 2015

Heterogeneity of structural brain changes in subtypes of schizophrenia revealed using magnetic resonance imaging pattern analysis.

Schizophr Bull 2015 Jan 26;41(1):74-84. Epub 2014 Sep 26.

Center for Biomedical Image Computing and Analytics, and Department of Radiology, University of Pennsylvania, Philadelphia, PA; These authors shared the senior coauthorship.

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http://dx.doi.org/10.1093/schbul/sbu136DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266302PMC
January 2015

Genetics, cognition, and neurobiology of schizotypal personality: a review of the overlap with schizophrenia.

Front Psychiatry 2014 21;5:18. Epub 2014 Feb 21.

Department of Psychiatry and Psychotherapy, University of Munich , Munich , Germany.

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http://dx.doi.org/10.3389/fpsyt.2014.00018DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3931123PMC
June 2014

Brain size and white matter content of cerebrospinal tracts determine the upper cervical cord area: evidence from structural brain MRI.

Neuroradiology 2013 Aug 29;55(8):963-970. Epub 2013 May 29.

Department of Neurology, Klinikum rechts der Isar, Technische Universität München, Ismaningerstr. 22, 81675, Munich, Germany.

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http://dx.doi.org/10.1007/s00234-013-1204-3DOI Listing
August 2013

Association between brain structure and psychometric schizotypy in healthy individuals.

World J Biol Psychiatry 2012 Oct 24;13(7):544-9. Epub 2011 Oct 24.

Department of Psychiatry, Ludwig-Maximilians-University, Munich, Germany.

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http://dx.doi.org/10.3109/15622975.2011.559269DOI Listing
October 2012

Diagnostic neuroimaging across diseases.

Neuroimage 2012 Jun 7;61(2):457-63. Epub 2011 Nov 7.

Department of Psychiatry and Psychotherapy, Section of Gerontopsychiatry and Neuropsychology, Freiburg Brain Imaging, University Medical Center Freiburg, Hauptstrasse 5, Freiburg, Germany.

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http://dx.doi.org/10.1016/j.neuroimage.2011.11.002DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3420067PMC
June 2012

Anterior cingulate cortex gray matter abnormalities in adults with attention deficit hyperactivity disorder: a voxel-based morphometry study.

Psychiatry Res 2011 Jan 3;191(1):31-5. Epub 2010 Dec 3.

Discipline of Psychiatry, School of Medicine & Trinity College Institute of Neuroscience, Integrated Neuroimaging, Trinity College, Dublin, Ireland.

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http://dx.doi.org/10.1016/j.pscychresns.2010.08.011DOI Listing
January 2011

Interaction of childhood stress with hippocampus and prefrontal cortex volume reduction in major depression.

J Psychiatr Res 2010 Oct 1;44(13):799-807. Epub 2010 Feb 1.

Institute of Neuroscience, Department of Psychiatry, Trinity College Dublin, Dublin 2, Ireland.

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http://linkinghub.elsevier.com/retrieve/pii/S002239561000015
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http://dx.doi.org/10.1016/j.jpsychires.2010.01.006DOI Listing
October 2010

Childhood stress, serotonin transporter gene and brain structures in major depression.

Neuropsychopharmacology 2010 May 10;35(6):1383-90. Epub 2010 Feb 10.

Department of Psychiatry, Institute of Neuroscience, Trinity College, Dublin, Ireland.

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http://dx.doi.org/10.1038/npp.2010.8DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3055341PMC
May 2010

Depression-related variation in brain morphology over 3 years: effects of stress?

Arch Gen Psychiatry 2008 Oct;65(10):1156-65

Department of Psychiatry and Psychotherapy, Ludwig Maximilians University of Munich, Munich, Germany.

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http://dx.doi.org/10.1001/archpsyc.65.10.1156DOI Listing
October 2008