Nikolaos Koutsouleris

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4:30 PM DIFFERENTIAL DIAGNOSTIC CLASSIFICATION OF FUNCTIONAL PSYCHOSES USING MRI-BASED PATTERN RECOGNITION

Christos Davatzikos, Nikolaos Koutsouleris, Eva Meisenzahl, 2014, Schizophrenia Research.

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

Christos Davatzikos, Sterling C. Johnson, Ilya M. Nasrallah, 2019, NeuroImage.

Deeper and Deeper into Psychosis Risk: Novel Insights From Data Fusion Applications in a Machine Learning Perspective

Nikolaos Koutsouleris, Linda Antonucci, Giulio Pergola, 2020, Biological Psychiatry.

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

Christos Davatzikos, Sterling C. Johnson, Mohamad Habes, 2020, Brain : a journal of neurology.

Structural correlates of psychopathological symptom dimensions in schizophrenia: A voxel-based morphometric study

Maximilian Reiser, Christian Gaser, Nikolaos Koutsouleris, 2008, NeuroImage.

Using neuroimaging to help predict the onset of psychosis

René S. Kahn, Nikolaos Koutsouleris, Hugo G. Schnack, 2017, NeuroImage.

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

Nikolaos Koutsouleris, Joseph Kambeitz, Matthew D. Sacchet, 2018, Biological Psychiatry.

Harmonization of large multi-site imaging datasets: Application to 10,232 MRIs for the analysis of imaging patterns of structural brain change throughout the lifespan

Christos Davatzikos, Russell T. Shinohara, Yong Fan, 2019, bioRxiv.

F240. MULTI-MODAL PREDICTION OF GLOBAL FUNCTION FROM NEUROCOGNITIVE AND NEUROIMAGING MEASURES: OUTCOMES FROM THE PRONIA STUDY

Nikolaos Koutsouleris, John Gillam, Dominic Dwyer, 2018, Schizophrenia Bulletin.

M121. CLINICAL PREDICTION MODELS FOR TRANSITION TO PSYCHOSIS: AN EXTERNAL VALIDATION STUDY IN THE PRONIA SAMPLE

Nikolaos Koutsouleris, Eva Meisenzahl, Linda Betz, 2020, Schizophrenia Bulletin.

Diagnostic neuroimaging across diseases

Clifford R. Jack, Stefan Klöppel, Janaina Mourão Miranda, 2011, NeuroImage.

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

Christos Davatzikos, Nikolaos Koutsouleris, Eva Meisenzahl, 2015, Schizophrenia bulletin.

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

Stefan Klöppel, Christian Gaser, Nikolaos Koutsouleris, 2013, PloS one.

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

Christian Sorg, Nikolaos Koutsouleris, Peter Bartmann, 2019, Human brain mapping.

Distinguishing prodromal from first-episode psychosis using neuroanatomical single-subject pattern recognition.

Nikolaos Koutsouleris, Erich Studerus, Anita Riecher-Rössler, 2013, Schizophrenia bulletin.

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

Christian Sorg, Nikolaos Koutsouleris, Felix Brandl, 2019, Biological Psychiatry.

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.

Christos Davatzikos, Yong Fan, Jimit Doshi, 2020, Brain : a journal of neurology.

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

Nikolaos Koutsouleris, Thomas Frodl, N. Koutsouleris, 2011, Psychiatry Research: Neuroimaging.

Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders.

Christos Davatzikos, Christian Gaser, Nikolaos Koutsouleris, 2014, Schizophrenia bulletin.

Sex Matters: A Multivariate Pattern Analysis of Sex- and Gender-Related Neuroanatomical Differences in Cis- and Transgender Individuals Using Structural Magnetic Resonance Imaging

Rupert Lanzenberger, Christian Windischberger, Nikolaos Koutsouleris, 2019, Cerebral cortex.

In-vivo topography of structural alterations of the anterior cingulate in patients with schizophrenia: New findings and comparison with the literature

Nikolaos Koutsouleris, Hans-Jürgen Möller, Christine Born, 2007, Schizophrenia Research.

Decreased BOLD fluctuations in lateral temporal cortices of premature born adults

Christian Sorg, Nikolaos Koutsouleris, Peter Bartmann, 2018, Human brain mapping.

Different effects of mirtazapine and venlafaxine on brain activation: an open randomized controlled fMRI study.

Martin Wiesmann, Nikolaos Koutsouleris, Eva Meisenzahl, 2011, The Journal of clinical psychiatry.

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

Martin Walter, Nikolaos Koutsouleris, Peter Falkai, 2017, Biological Psychiatry.

Neuroanatomical correlates of different vulnerability states for psychosis and their clinical outcomes.

Christian Gaser, Nikolaos Koutsouleris, Hans-Jürgen Möller, 2009, The British journal of psychiatry : the journal of mental science.

Deciphering reward-based decision-making in schizophrenia: A meta-analysis and behavioral modeling of the Iowa Gambling Task

Nikolaos Koutsouleris, Hikaru Hori, Joseph Kambeitz, 2019, Schizophrenia Research.

Childhood Stress, Serotonin Transporter Gene and Brain Structures in Major Depression

Nikolaos Koutsouleris, Hans-Jürgen Möller, Thomas Frodl, 2010, Neuropsychopharmacology.

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

Christos Davatzikos, Aoyan Dong, Nikolaos Koutsouleris, 2019, Schizophrenia Research.

Striatal dopamine transporter availability is associated with the productive psychotic state in first episode, drug–naive schizophrenic patients

Nikolaos Koutsouleris, Ronald Bottlender, Thomas Frodl, 2006, European Archives of Psychiatry and Clinical Neuroscience.