His primary scientific interests are in Psychosis, Psychiatry, Neuroimaging, Internal medicine and Neuroscience. The concepts of his Psychosis study are interwoven with issues in Voxel-based morphometry, Young adult, Case-control study, Generalizability theory and Clinical psychology. His Psychiatry research is multidisciplinary, relying on both Magnetic resonance imaging and Audiology.
His Neuroimaging research incorporates themes from Cognition, Dementia, Disease, Artificial intelligence and Machine learning. His Internal medicine study combines topics in areas such as Endocrinology and Oncology. His study looks at the intersection of Neuroscience and topics like Grey matter with Limbic system, First episode and Basal ganglia.
Nikolaos Koutsouleris mostly deals with Psychosis, Clinical psychology, Schizophrenia, Neuroscience and Psychiatry. His Psychosis research includes elements of Generalizability theory, Disease, Grey matter, Neurocognitive and Depression. His Clinical psychology course of study focuses on Bipolar disorder and Schizoaffective disorder and Major depressive disorder.
His Schizophrenia study also includes
Nikolaos Koutsouleris spends much of his time researching Psychosis, Schizophrenia, Clinical psychology, Cognition and Neurocognitive. His research investigates the link between Psychosis and topics such as Depression that cross with problems in Grey matter. The study incorporates disciplines such as Confounding, Basal ganglia, Machine learning and Artificial intelligence in addition to Schizophrenia.
His Clinical psychology study deals with Positive and Negative Syndrome Scale intersecting with Anxiety. His Cognition research incorporates elements of Multivariate statistics and Audiology. His Psychiatry research is multidisciplinary, incorporating perspectives in Systematic review and Quality of life.
Psychosis, Schizophrenia, Clinical psychology, Neurocognitive and Artificial intelligence are his primary areas of study. His studies deal with areas such as Major depressive disorder, Depression and Generalizability theory as well as Psychosis. His work carried out in the field of Schizophrenia brings together such families of science as Bipolar disorder, Cognition, Cohort study and Audiology.
His Clinical psychology research is multidisciplinary, relying on both Translational medicine, Prognostic models, Moderation, Proportional hazards model and Publication bias. His Neurocognitive research integrates issues from Multiple sclerosis and Support vector machine. Nikolaos Koutsouleris focuses mostly in the field of Artificial intelligence, narrowing it down to matters related to Machine learning and, in some cases, Grey matter and Internal capsule.
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Use of Neuroanatomical Pattern Classification to Identify Subjects in At-Risk Mental States of Psychosis and Predict Disease Transition
Nikolaos Koutsouleris;Eva M. Meisenzahl;Christos Davatzikos;Ronald Bottlender.
Archives of General Psychiatry (2009)
Depression-related variation in brain morphology over 3 years: effects of stress?
Thomas S. Frodl;Nikolaos Koutsouleris;Ronald Bottlender;Christine Born.
Archives of General Psychiatry (2008)
Machine Learning Approaches for Clinical Psychology and Psychiatry.
Dominic B Dwyer;Peter Falkai;Nikolaos Koutsouleris.
Annual Review of Clinical Psychology (2018)
BrainAGE in Mild Cognitive Impaired Patients: Predicting the Conversion to Alzheimer’s Disease
Christian Gaser;Katja Franke;Stefan Klöppel;Nikolaos Koutsouleris.
PLOS ONE (2013)
Interaction of childhood stress with hippocampus and prefrontal cortex volume reduction in major depression.
Thomas Frodl;Thomas Frodl;Elena Reinhold;Nikolaos Koutsouleris;Maximilian Reiser.
Journal of Psychiatric Research (2010)
Accelerated Brain Aging in Schizophrenia and Beyond: A Neuroanatomical Marker of Psychiatric Disorders
Nikolaos Koutsouleris;Christos Davatzikos;Stefan Borgwardt;Christian Gaser.
Schizophrenia Bulletin (2014)
Diagnostic neuroimaging across diseases.
Stefan Klöppel;Ahmed Abdulkadir;Clifford R. Jack;Nikolaos Koutsouleris.
Genetics, cognition, and neurobiology of schizotypal personality: a review of the overlap with schizophrenia.
Ulrich Ettinger;Inga Meyhöfer;Maria Steffens;Michael Wagner.
Frontiers in Psychiatry (2014)
Neuroanatomical abnormalities that predate the onset of psychosis: a multicenter study.
Andrea Mechelli;Anita Riecher-Rössler;Eva M. Meisenzahl;Stefania Tognin.
Archives of General Psychiatry (2011)
Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or with Recent-Onset Depression: A Multimodal, Multisite Machine Learning Analysis
Nikolaos Koutsouleris;Lana Kambeitz-Ilankovic;Stephan Ruhrmann;Marlene Rosen.
JAMA Psychiatry (2018)
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