Nikolaos Koutsouleris

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 36

Top Topics

Autism Spectrum Disorder

Machine Learning

Artificial Intelligence

Top Venues

Translational psychiatry

Schizophrenia (Heidelberg, Germany)

Science (New York, N.Y.)

Nature medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Frauke Schultze-Lutter, Tobias Banaschewski, Gottfried Maria Barth, Andreas Bechdolf, Stephan Bender, Hans-Henning Flechtner, Sandra Hackler, Fabiola Heuer, Sarah Hohmann, Laura Holzner, Michael Huss, Nikolaos Koutsouleris, Michael Lipp, Selina Mandl, Eva Meisenzahl, Manuel Munz, Naweed Osman, Jens Peschl, Volker Reissner, Tobias Renner, Anett Riedel, Marcel Romanos, Georg Romer, Georg Schomerus, Ulf Thiemann, Peter J Uhlhaas, Christiane Woopen, Christoph U Correll, das Care-Konsortium
[Ethical Considerations of Including Minors in Clinical Trials Using the Example of the Indicated Prevention of Psychotic Disorders]. Zeitschrift fur Kinder- und Jugendpsychiatrie und Psychotherapie (2024)
Jana Christina Koehler, Mark Sen Dong, Afton M Nelson, Stefanie Fischer, Johanna Späth, Irene Sophia Plank, Nikolaos Koutsouleris, Christine M Falter-Wagner
Machine learning classification of autism spectrum disorder based on reciprocity in naturalistic social interactions. Translational psychiatry 14 (1) (2024)
Nikolaos Koutsouleris, Madalina-Octavia Buciuman, Clara Sophie Vetter, Clara Francesca Charlotte Weyer, Paul Zhutovsky, Santiago Tovar Perdomo, Adyasha Khuntia, Yuri Milaneschi, David Popovic, Anne Ruef, Dominic Dwyer, Katharine Chisholm, Lana Kambeitz, Linda Antonucci, Stephan Ruhrmann, Joseph Kambeitz, Anita Riecher-Rössler, Rachel Upthegrove, Raimo Salokangas, Jarmo Hietala, Christos Pantelis, Rebekka Lencer, Eva Meisenzahl, Stephen Wood, Paolo Brambilla, Stefan Borgwardt, Alessandro Bertolino, Peter Falkai
Distinct multimodal biological and functional profiles of symptom-based subgroups in recent-onset psychosis. Research square (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Elif Sarisik, David Popovic, Daniel Keeser, Adyasha Khuntia, Kolja Schiltz, Peter G Falkai, Oliver Pogarell, Nikolaos Koutsouleris
EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation. Schizophrenia bulletin (2024)
Zhijian Yang, Junhao Wen, Guray Erus, Sindhuja T Govindarajan, Randa Melhem, Elizabeth Mamourian, Yuhan Cui, Dhivya Srinivasan, Ahmed Abdulkadir, Paraskevi Parmpi, Katharina Wittfeld, Hans J Grabe, Robin Bülow, Stefan Frenzel, Duygu Tosun, Murat Bilgel, Yang An, Dahyun Yi, Daniel S Marcus, Pamela LaMontagne, Tammie L S Benzinger, Susan R Heckbert, Thomas R Austin, Shari R Waldstein, Michele K Evans, Alan B Zonderman, Lenore J Launer, Aristeidis Sotiras, Mark A Espeland, Colin L Masters, Paul Maruff, Jurgen Fripp, Arthur W Toga, Sid O'Bryant, M Mallar Chakravarty, Sylvia Villeneuve, Sterling C Johnson, John C Morris, Marilyn S Albert, Kristine Yaffe, Henry Völzke, Luigi Ferruci, R Nick Bryan, Russell T Shinohara, Yong Fan, Mohamad Habes, Paris Alexandros Lalousis, Nikolaos Koutsouleris, David A Wolk, Susan M Resnick, Haochang Shou, Ilya M Nasrallah, Christos Davatzikos
Brain aging patterns in a large and diverse cohort of 49,482 individuals. Nature medicine (2024)
Reetta-Liina Armio, Heikki Laurikainen, Tuula Ilonen, Maija Walta, Elina Sormunen, Arvi Tolvanen, Raimo K R Salokangas, Nikolaos Koutsouleris, Lauri Tuominen, Jarmo Hietala
Longitudinal study on hippocampal subfields and glucose metabolism in early psychosis. Schizophrenia (Heidelberg, Germany) 10 (1) (2024)
Frauke Schultze-Lutter, Tobias Banaschewski, Gottfried Maria Barth, Andreas Bechdolf, Stephan Bender, Hans-Henning Flechtner, Sandra Hackler, Fabiola Heuer, Sarah Hohmann, Laura Holzner, Michael Huss, Nikolaos Koutsouleris, Michael Lipp, Selina Mandl, Eva Meisenzahl, Manuel Munz, Naweed Osman, Jens Peschl, Volker Reissner, Tobias Renner, Anett Riedel, Marcel Romanos, Georg Romer, Georg Schomerus, Ulf Thiemann, Peter J Uhlhaas, Christiane Woopen, Christoph U Correll, das Care-Konsortium
[Ethical Considerations of Including Minors in Clinical Trials Using the Example of the Indicated Prevention of Psychotic Disorders]. Zeitschrift fur Kinder- und Jugendpsychiatrie und Psychotherapie (2024)
Zhijian Yang, Junhao Wen, Guray Erus, Sindhuja T Govindarajan, Randa Melhem, Elizabeth Mamourian, Yuhan Cui, Dhivya Srinivasan, Ahmed Abdulkadir, Paraskevi Parmpi, Katharina Wittfeld, Hans J Grabe, Robin Bülow, Stefan Frenzel, Duygu Tosun, Murat Bilgel, Yang An, Dahyun Yi, Daniel S Marcus, Pamela LaMontagne, Tammie L S Benzinger, Susan R Heckbert, Thomas R Austin, Shari R Waldstein, Michele K Evans, Alan B Zonderman, Lenore J Launer, Aristeidis Sotiras, Mark A Espeland, Colin L Masters, Paul Maruff, Jurgen Fripp, Arthur W Toga, Sid O'Bryant, M Mallar Chakravarty, Sylvia Villeneuve, Sterling C Johnson, John C Morris, Marilyn S Albert, Kristine Yaffe, Henry Völzke, Luigi Ferruci, R Nick Bryan, Russell T Shinohara, Yong Fan, Mohamad Habes, Paris Alexandros Lalousis, Nikolaos Koutsouleris, David A Wolk, Susan M Resnick, Haochang Shou, Ilya M Nasrallah, Christos Davatzikos
Brain aging patterns in a large and diverse cohort of 49,482 individuals. Nature medicine (2024)
Adam M Chekroud, Matt Hawrilenko, Hieronimus Loho, Julia Bondar, Ralitza Gueorguieva, Alkomiet Hasan, Joseph Kambeitz, Philip Robert Corlett, Nikolaos Koutsouleris, Harlan M Krumholz, John H Krystal, Martin P Paulus
Illusory generalizability of clinical prediction models. Science (New York, N.Y.) 383 (6679) (2024)
Adam M Chekroud, Matt Hawrilenko, Hieronimus Loho, Julia Bondar, Ralitza Gueorguieva, Alkomiet Hasan, Joseph Kambeitz, Philip Robert Corlett, Nikolaos Koutsouleris, Harlan M Krumholz, John H Krystal, Martin P Paulus
Illusory generalizability of clinical prediction models. Science (New York, N.Y.) 383 (6679) (2024)
Reetta-Liina Armio, Heikki Laurikainen, Tuula Ilonen, Maija Walta, Elina Sormunen, Arvi Tolvanen, Raimo K R Salokangas, Nikolaos Koutsouleris, Lauri Tuominen, Jarmo Hietala
Longitudinal study on hippocampal subfields and glucose metabolism in early psychosis. Schizophrenia (Heidelberg, Germany) 10 (1) (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Zhijian Yang, Junhao Wen, Guray Erus, Sindhuja T Govindarajan, Randa Melhem, Elizabeth Mamourian, Yuhan Cui, Dhivya Srinivasan, Ahmed Abdulkadir, Paraskevi Parmpi, Katharina Wittfeld, Hans J Grabe, Robin Bülow, Stefan Frenzel, Duygu Tosun, Murat Bilgel, Yang An, Dahyun Yi, Daniel S Marcus, Pamela LaMontagne, Tammie L S Benzinger, Susan R Heckbert, Thomas R Austin, Shari R Waldstein, Michele K Evans, Alan B Zonderman, Lenore J Launer, Aristeidis Sotiras, Mark A Espeland, Colin L Masters, Paul Maruff, Jurgen Fripp, Arthur W Toga, Sid O'Bryant, M Mallar Chakravarty, Sylvia Villeneuve, Sterling C Johnson, John C Morris, Marilyn S Albert, Kristine Yaffe, Henry Völzke, Luigi Ferruci, R Nick Bryan, Russell T Shinohara, Yong Fan, Mohamad Habes, Paris Alexandros Lalousis, Nikolaos Koutsouleris, David A Wolk, Susan M Resnick, Haochang Shou, Ilya M Nasrallah, Christos Davatzikos
Brain aging patterns in a large and diverse cohort of 49,482 individuals. Nature medicine (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Reetta-Liina Armio, Heikki Laurikainen, Tuula Ilonen, Maija Walta, Elina Sormunen, Arvi Tolvanen, Raimo K R Salokangas, Nikolaos Koutsouleris, Lauri Tuominen, Jarmo Hietala
Publisher Correction: Longitudinal study on hippocampal subfields and glucose metabolism in early psychosis. Schizophrenia (Heidelberg, Germany) 10 (1) (2024)
Adam M Chekroud, Matt Hawrilenko, Hieronimus Loho, Julia Bondar, Ralitza Gueorguieva, Alkomiet Hasan, Joseph Kambeitz, Philip Robert Corlett, Nikolaos Koutsouleris, Harlan M Krumholz, John H Krystal, Martin P Paulus
Illusory generalizability of clinical prediction models. Science (New York, N.Y.) 383 (6679) (2024)
Reetta-Liina Armio, Heikki Laurikainen, Tuula Ilonen, Maija Walta, Elina Sormunen, Arvi Tolvanen, Raimo K R Salokangas, Nikolaos Koutsouleris, Lauri Tuominen, Jarmo Hietala
Longitudinal study on hippocampal subfields and glucose metabolism in early psychosis. Schizophrenia (Heidelberg, Germany) 10 (1) (2024)
Nikolaos Koutsouleris, Madalina-Octavia Buciuman, Clara Sophie Vetter, Clara Francesca Charlotte Weyer, Paul Zhutovsky, Santiago Tovar Perdomo, Adyasha Khuntia, Yuri Milaneschi, David Popovic, Anne Ruef, Dominic Dwyer, Katharine Chisholm, Lana Kambeitz, Linda Antonucci, Stephan Ruhrmann, Joseph Kambeitz, Anita Riecher-Rössler, Rachel Upthegrove, Raimo Salokangas, Jarmo Hietala, Christos Pantelis, Rebekka Lencer, Eva Meisenzahl, Stephen Wood, Paolo Brambilla, Stefan Borgwardt, Alessandro Bertolino, Peter Falkai
Distinct multimodal biological and functional profiles of symptom-based subgroups in recent-onset psychosis. Research square (2024)
Mark Sen Dong, Jaroslav Rokicki, Dominic B Dwyer, Sergi Papiol, Fabian Streit, Marcella D C Rietschel, Thomas Wobrock, Bertram Müller-Myhsok, Peter Falkai, Lars Tjelta Westlye, Ole Andreas Andreassen, Lena Palaniyappan, Thomas Schneider-Axmann, Alkomiet Hasan, Emanuel Schwarz, Nikolaos Koutsouleris
Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. Translational psychiatry 14 (1) (2024)
Jana Christina Koehler, Mark Sen Dong, Afton M Nelson, Stefanie Fischer, Johanna Späth, Irene Sophia Plank, Nikolaos Koutsouleris, Christine M Falter-Wagner
Machine learning classification of autism spectrum disorder based on reciprocity in naturalistic social interactions. Translational psychiatry 14 (1) (2024)
Jana Christina Koehler, Mark Sen Dong, Afton M Nelson, Stefanie Fischer, Johanna Späth, Irene Sophia Plank, Nikolaos Koutsouleris, Christine M Falter-Wagner
Machine learning classification of autism spectrum disorder based on reciprocity in naturalistic social interactions. Translational psychiatry 14 (1) (2024)
Reetta-Liina Armio, Heikki Laurikainen, Tuula Ilonen, Maija Walta, Elina Sormunen, Arvi Tolvanen, Raimo K R Salokangas, Nikolaos Koutsouleris, Lauri Tuominen, Jarmo Hietala
Longitudinal study on hippocampal subfields and glucose metabolism in early psychosis. Schizophrenia (Heidelberg, Germany) 10 (1) (2024)
Adam M Chekroud, Matt Hawrilenko, Hieronimus Loho, Julia Bondar, Ralitza Gueorguieva, Alkomiet Hasan, Joseph Kambeitz, Philip Robert Corlett, Nikolaos Koutsouleris, Harlan M Krumholz, John H Krystal, Martin P Paulus
Illusory generalizability of clinical prediction models. Science (New York, N.Y.) 383 (6679) (2024)
Jana Christina Koehler, Mark Sen Dong, Afton M Nelson, Stefanie Fischer, Johanna Späth, Irene Sophia Plank, Nikolaos Koutsouleris, Christine M Falter-Wagner
Machine learning classification of autism spectrum disorder based on reciprocity in naturalistic social interactions. Translational psychiatry 14 (1) (2024)
Derya Şahin, Lana Kambeitz-Ilankovic, Stephen Wood, Dominic Dwyer, Rachel Upthegrove, Raimo Salokangas, Stefan Borgwardt, Paolo Brambilla, Eva Meisenzahl, Stephan Ruhrmann, Frauke Schultze-Lutter, Rebekka Lencer, Alessandro Bertolino, Christos Pantelis, Nikolaos Koutsouleris, Joseph Kambeitz, null null
Algorithmic fairness in precision psychiatry: analysis of prediction models in individuals at clinical high risk for psychosis. The British journal of psychiatry : the journal of mental science (2023)
Carolina Bonivento, Lana Kambeitz-Ilankovic, Eleonora Maggioni, Stefan Borgwardt, Rebekka Lencer, Eva Meisenzahl, Joseph Kambeitz, Stephan Ruhrmann, Raimo K R Salokangas, Alessandro Bertolino, Alexandra Stainton, Julian Wenzel, Christos Pantelis, Stephen J Wood, Rachel Upthegrove, Nikolaos Koutsouleris, Paolo Brambilla, null null
Neurocognitive skills and vulnerability for psychosis in depression and across the psychotic spectrum: findings from the PRONIA Consortium. The British journal of psychiatry : the journal of mental science 223 (4) (2023)
Dominic B Dwyer, Ganesh B Chand, Alessandro Pigoni, Adyasha Khuntia, Junhao Wen, Mathilde Antoniades, Gyujoon Hwang, Guray Erus, Jimit Doshi, Dhivya Srinivasan, Erdem Varol, Rene S Kahn, Hugo G Schnack, Eva Meisenzahl, Stephen J Wood, Chuanjun Zhuo, Aristeidis Sotiras, Russell T Shinohara, Haochang Shou, Yong Fan, Maristela Schaulfelberger, Pedro Rosa, Paris Alexandros Lalousis, Rachel Upthegrove, Antonia N Kaczkurkin, Tyler Maxwell Moore, Barnaby Nelson, Raquel E Gur, Ruben C Gur, Marylyn DeRiggi Ritchie, Theodore D Satterthwaite, Robin M Murray, Marta Di Forti, Simone Ciufolini, Marcus V Zanetti, Daniel H Wolf, Christos Pantelis, Benedicto Crespo-Facorro, Geraldo F Busatto, Christos Davatzikos, Nikolaos Koutsouleris, Paola Dazzan
Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium. Molecular psychiatry (2023)
Julian Wenzel, Luzie Badde, Shalaila S Haas, Carolina Bonivento, Tamsyn E Van Rheenen, Linda A Antonucci, Anne Ruef, Nora Penzel, Marlene Rosen, Theresa Lichtenstein, Paris Alexandros Lalousis, Marco Paolini, Alexandra Stainton, Udo Dannlowski, Georg Romer, Paolo Brambilla, Stephen J Wood, Rachel Upthegrove, Stefan Borgwardt, Eva Meisenzahl, Raimo R K Salokangas, Christos Pantelis, Rebekka Lencer, Alessandro Bertolino, Joseph Kambeitz, Nikolaos Koutsouleris, Dominic B Dwyer, Lana Kambeitz-Ilankovic, null null
Transdiagnostic subgroups of cognitive impairment in early affective and psychotic illness. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2023)
Nora Penzel, Rachele Sanfelici, Linda A Antonucci, Linda T Betz, Dominic Dwyer, Anne Ruef, Kang Ik K Cho, Paul Cumming, Oliver Pogarell, Oliver Howes, Peter Falkai, Rachel Upthegrove, Stefan Borgwardt, Paolo Brambilla, Rebekka Lencer, Eva Meisenzahl, Frauke Schultze-Lutter, Marlene Rosen, Theresa Lichtenstein, Lana Kambeitz-Ilankovic, Stephan Ruhrmann, Raimo K R Salokangas, Christos Pantelis, Stephen J Wood, Boris B Quednow, Giulio Pergola, Alessandro Bertolino, Nikolaos Koutsouleris, Joseph Kambeitz, null null
Pattern of predictive features of continued cannabis use in patients with recent-onset psychosis and clinical high-risk for psychosis. Schizophrenia (Heidelberg, Germany) 8 (1) (2022)
Alexandra I Korda, Christina Andreou, Helena Victoria Rogg, Mihai Avram, Anne Ruef, Christos Davatzikos, Nikolaos Koutsouleris, Stefan Borgwardt
Identification of texture MRI brain abnormalities on first-episode psychosis and clinical high-risk subjects using explainable artificial intelligence. Translational psychiatry 12 (1) (2022)
Johanna M Schwarzer, Inga Meyhoefer, Linda A Antonucci, Lana Kambeitz-Ilankovic, Marian Surmann, Olga Bienek, Georg Romer, Udo Dannlowski, Tim Hahn, Alexandra Korda, Dominic B Dwyer, Anne Ruef, Shalaila S Haas, Marlene Rosen, Theresa Lichtenstein, Stephan Ruhrmann, Joseph Kambeitz, Raimo R K Salokangas, Christos Pantelis, Frauke Schultze-Lutter, Eva Meisenzahl, Paolo Brambilla, Alessandro Bertolino, Stefan Borgwardt, Rachel Upthegrove, Nikolaos Koutsouleris, Rebekka Lencer, null null
The impact of visual dysfunctions in recent-onset psychosis and clinical high-risk state for psychosis. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology 47 (12) (2022)
Lana Kambeitz-Ilankovic, Sophia Vinogradov, Julian Wenzel, Melissa Fisher, Shalaila S Haas, Linda T Betz, Nora Penzel, Srikantan Nagarajan, Nikolaos Koutsouleris, Karuna Subramaniam
Author Correction: Multivariate pattern analysis of brain structure predicts functional outcome after auditory-based cognitive training interventions. NPJ schizophrenia 7 (1) (2021)
Daniel J Hauke, Andre Schmidt, Erich Studerus, Christina Andreou, Anita Riecher-Rössler, Joaquim Radua, Joseph Kambeitz, Anne Ruef, Dominic B Dwyer, Lana Kambeitz-Ilankovic, Theresa Lichtenstein, Rachele Sanfelici, Nora Penzel, Shalaila S Haas, Linda A Antonucci, Paris Alexandros Lalousis, Katharine Chisholm, Frauke Schultze-Lutter, Stephan Ruhrmann, Jarmo Hietala, Paolo Brambilla, Nikolaos Koutsouleris, Eva Meisenzahl, Christos Pantelis, Marlene Rosen, Raimo K R Salokangas, Rachel Upthegrove, Stephen J Wood, Stefan Borgwardt, null null
Multimodal prognosis of negative symptom severity in individuals at increased risk of developing psychosis. Translational psychiatry 11 (1) (2021)
Lana Kambeitz-Ilankovic, Sophia Vinogradov, Julian Wenzel, Melissa Fisher, Shalaila S Haas, Linda T Betz, Nora Penzel, Srikantan Nagarajan, Nikolaos Koutsouleris, Karuna Subramaniam
Multivariate pattern analysis of brain structure predicts functional outcome after auditory-based cognitive training interventions. NPJ schizophrenia 7 (1) (2021)
Johannes Lieslehto, Erika Jääskeläinen, Vesa Kiviniemi, Marianne Haapea, Peter B Jones, Graham K Murray, Juha Veijola, Udo Dannlowski, Dominik Grotegerd, Susanne Meinert, Tim Hahn, Anne Ruef, Matti Isohanni, Peter Falkai, Jouko Miettunen, Dominic B Dwyer, Nikolaos Koutsouleris
The progression of disorder-specific brain pattern expression in schizophrenia over 9 years. NPJ schizophrenia 7 (1) (2021)