Publications of Nikolaos Koutsouleris

Arribas, M.; Barnby, J. M.; Patel, R.; Mccutcheon, R. A.; Kornblum, D.; Shetty, H.; Krakowski, K.; Stahl, D.; Koutsouleris, N.; Mcguire, P. et al.; Fusar-Poli, P.; Oliver, D.: Longitudinal evolution of the transdiagnostic prodrome to severe mental disorders: a dynamic temporal network analysis informed by natural language processing and electronic health records. MOLECULAR PSYCHIATRY (2025)

Blackman, G.; Byrne, R.; Gill, N.; Fanshawe, J. B.; Bell, V.; Watson, C.; Koutsouleris, N.; Fusar-Poli, P.; Pollak, T. A.; McGuire, P.: How common is secondary psychosis? Estimates from a systematic review and meta-analysis. World psychiatry: official journal of the World Psychiatric Association (WPA) 24 (1), pp. 145 - 146 (2025)

Eder, J.; Dong, M. S.; Woehler, M.; Simon, M. S.; Glocker, C.; Pfeiffer, L.; Gaus, R.; Wolf, J.; Mestan, K.; Krcmar, H. et al.; Koutsouleris, N.; Schneider, A.; Gensichen, J.; Musil, R.; Falkai, P.; POKAL, G.: A multimodal approach to depression diagnosis: insights from machine learning algorithm development in primary care. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE (2025)

Fazio, L.; Stolfa, G.; Passiatore, R.; Tavella, A.; Blasi, G.; Buciuman, M. O.; Goldman, A. L.; Haas, S. S.; Kambeitz-Ilankovic, L.; Koutsouleris, N. et al.; Nicoli, M.; Popolizio, T.; Rampino, A.; Ruef, A.; Sambataro, F.; Selvaggi, P.; Ulrich, W.; Weinberger, D. R.; Bertolino, A.; Antonucci, L. A.; Pergola, G.: Altered Brain-Behavior Association During Resting State is a Potential Psychosis Risk Marker. ADVANCED SCIENCE (2025)

Schoenweger, P.; Eder, J.; Pfeiffer, L.; Falkai, P.; Kirschneck, M.; Simon, M. S.; Ditzen-Janotta, C.; Brunoni, A. R.; Coenen, M.; Dong, M. S. et al.; Gensichen, J.; Glocker, C.; Koutsouleris, N.; Musil, R.; Schmitt, A.; Jung-Sievers, C.: Measuring social environment factors of inpatients and outpatients with depression in Germany: a cross-sectional study. BMJ mental health 28 (1) (2025)

Arribas, M.; Oliver, D.; Patel, R.; Kornblum, D.; Shetty, H.; Damiani, S.; Krakowski, K.; Provenzani, U.; Stahl, D.; Koutsouleris, N. et al.; McGuire, P.; Fusar-Poli, P.: A transdiagnostic prodrome for severe mental disorders: an electronic health record study. MOLECULAR PSYCHIATRY (2024)

Bienek, O.; Allott, K.; Antonucci, L.; Bertolino, A.; Bonivento, C.; Borgwardt, S.; Brambilla, P.; Chisholm, K.; Dannlowski, U.; Lichtenstein, T. K. et al.; Kambeitz, J.; Kambeitz-Ilankovic, L.; Koutsouleris, N.; Lencer, R.; Griffiths, S. L.; Maggioni, E.; Meisenzahl, E.; Pantelis, C.; Rosen, M.; Ruhrmann, S.; Salokangas, R. K. R.; Stainton, A.; Surmann, M.; Upthegrove, R.; Wenzel, J.; Wood, S. J.; Romer, G.; Mueller, J. M.: Neurocognitive dysfunction in adolescents with recent onset major depressive disorder: a cross-sectional comparative study. EUROPEAN CHILD & ADOLESCENT PSYCHIATRY (2024)

Dong, M. S.; Rokicki, J.; Dwyer, D.; Papiol, S.; Streit, F.; Rietschel, M.; Wobrock, T.; Mueller-Myhsok, B.; Falkai, P.; Westlye, L. T. et al.; Andreassen, O. A.; Palaniyappan, L.; Schneider-Axmann, T.; Hasan, A.; Schwarz, E.; Koutsouleris, N.: Multimodal workflows optimally predict response to repetitive transcranial magnetic stimulation in patients with schizophrenia: a multisite machine learning analysis. TRANSLATIONAL PSYCHIATRY 14 (1), 196 (2024)

Falkai, P.; Koutsouleris, N.: Why is it so difficult to implement precision psychiatry into clinical care? LANCET REGIONAL HEALTH-EUROPE 43, 100952 (2024)

Koehler, J. C.; Dong, M. S.; Bierlich, A. M.; Fischer, S.; Spaeth, J.; Plank, I. S.; Koutsouleris, N.; Falter-Wagner, C. M.: Machine learning classification of autism spectrum disorder based on reciprocity in naturalistic social interactions. TRANSLATIONAL PSYCHIATRY 14 (1), 76 (2024)

Koehler, J. C.; Dong, M. S.; Song, D.-Y.; Bong, G.; Koutsouleris, N.; Yoo, H.; Falter-Wagner, C. M.: Classifying autism in a clinical population based on motion synchrony: a proof-of-concept study using real-life diagnostic interviews. SCIENTIFIC REPORTS 14 (1), 5663 (2024)

Korda, A. I.; Andreou, C.; Ruef, A.; Hahn, L.; Schmidt, A.; Dannlowski, U.; Kambeitz-Ilankovic, L.; Dwyer, D. B.; Kambeitz, J.; Wenzel, J. et al.; Ruhrmann, S.; Wood, S. J.; Salokangas, R. K. R.; Pantelis, C.; Schultze-Lutter, F.; Meisenzahl, E.; Brambilla, P.; Selvaggi, P.; Bertolino, A.; Hietala, J.; Upthegrove, R.; Lalousis, P. A.; Riecher-Roessler, A.; Davatzikos, C.; Lencer, R.; Koutsouleris, N.; Borgwardt, S.; PRONIA, C.: Brain texture as a marker of transdiagnostic clinical profiles in patients with recent-onset psychosis and depression. NATURE MENTAL HEALTH 2, pp. 76 - 87 (2024)

Meyhoefer, I.; Sprenger, A.; Derad, D.; Grotegerd, D.; Leenings, R.; Leehr, E. J.; Breuer, F.; Surmann, M.; Rolfes, K.; Arolt, V. et al.; Romer, G.; Lappe, M.; Rehder, J.; Koutsouleris, N.; Borgwardt, S.; Schultze-Lutter, F.; Meisenzahl, E.; Kircher, T. T. J.; Keedy, S. S.; Bishop, J. R.; Ivleva, E. I.; McDowell, J. E.; Reilly, J. L.; Hill, S. K.; Pearlson, G. D.; Tamminga, C. A.; Keshavan, M. S.; Gershon, E. S.; Clementz, B. A.; Sweeney, J. A.; Hahn, T.; Dannlowski, U.; Lencer, R.: Evidence from comprehensive independent validation studies for smooth pursuit dysfunction as a sensorimotor biomarker for psychosis. SCIENTIFIC REPORTS 14 (1), 13859 (2024)

Sahin, D.; Kambeitz-Ilankovic, L.; Wood, S.; Dwyer, D.; Upthegrove, R.; Salokangas, R.; Borgwardt, S.; Brambilla, P.; Meisenzahl, E.; Ruhrmann, S. et al.; Schultze-Lutter, F.; Lencer, R.; Bertolino, A.; Pantelis, C.; Koutsouleris, N.; Kambeitz, J.; PRONIA Grp, S.: Algorithmic fairness in precision psychiatry: analysis of prediction models in individuals at clinical high risk for psychosis. BRITISH JOURNAL OF PSYCHIATRY 224 (2), pp. 55 - 65 (2024)

Sarisik, E.; Popovic, D.; Keeser, D.; Khuntia, A.; Schiltz , K.; Falkai, P.; Pogarell, O.; Koutsouleris, N.: EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation. SCHIZOPHRENIA BULLETIN (2024)

Schultze-Lutter, F.; Banaschewski, T.; Barth, G. M.; Bechdolf, A.; Bender, S.; Flechtner, H.-H.; Hackler, S.; Heuer, F.; Hohmann, S.; Holzner, L. et al.; Huss, M.; Koutsouleris, N.; Lipp, M.; Mandl, S.; Meisenzahl, E.; Munz, M.; Osman, N.; Peschl, J.; Reissner, V.; Renner, T.; Riedel, A.; Romanos, M.; Romer, G.; Schomerus, G.; Thiemann, U.; Uhlhaas, P. J.; Woopen, C.; Correll, C. U.; Care-Konsortium, d.: [Ethical Considerations of Including Minors in Clinical Trials Using the Example of the Indicated Prevention of Psychotic Disorders]. Minderjährige in klinischen Prüfungen: Ethische Abwägungen ihres Einbezugs am Beispiel der indizierten Prävention psychotischer Erkrankungen. Zeitschrift fur Kinder- und Jugendpsychiatrie und Psychotherapie 52 (5), pp. 261 - 289 (2024)

Slot, M. I. E.; Castro, M. F. U.; Winter-van Rossum, I.; van Hell, H. H.; Dwyer, D.; Dazzan, P.; Maat, A.; De Haan, L.; Crespo-Facorro, B.; Glenthoj, B. Y. et al.; Lawrie, S. M.; McDonald, C.; Gruber, O.; van Amelsvoort, T.; Arango, C.; Kircher, T.; Nelson, B.; Galderisi, S.; Weiser, M.; Sachs, G.; Kirschner, M.; Fleischhacker, W. W.; McGuire, P.; Koutsouleris, N.; Kahn, R. S.: Multivariable prediction of functional outcome after first-episode psychosis: a crossover validation approach in EUFEST and PSYSCAN. SCHIZOPHRENIA 10 (1), 89 (2024)

Walter, N.; Wenzel, J.; Haas, S. S.; Squarcina, L.; Bonivento, C.; Ruef, A.; Dwyer, D.; Lichtenstein, T.; Bastruek, O.; Stainton, A. et al.; Antonucci, L. A.; Brambilla, P.; Wood, S. J.; Upthegrove, R.; Borgwardt, S.; Lencer, R.; Meisenzahl, E.; Salokangas, R. K. R.; Pantelis, C.; Bertolino, A.; Koutsouleris, N.; Kambeitz, J.; Kambeitz-Ilankovic, L.: A multivariate cognitive approach to predict social functioning in recent onset psychosis in response to computerized cognitive training. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY 128, 110864 (2024)

Wenzel, J.; Badde, L.; Haas, S. S.; Bonivento, C.; Van Rheenen, T. E.; Antonucci, L. A.; Ruef, A.; Penzel, N.; Rosen, M.; Lichtenstein, T. et al.; Lalousis, P. A.; Paolini, M.; Stainton, A.; Dannlowski, U.; Romer, G.; Brambilla, P.; Wood, S. J.; Upthegrove, R.; Borgwardt, S.; Meisenzahl, E.; Salokangas, R. K. R.; Pantelis, C.; Lencer, R.; Bertolino, A.; Kambeitz, J.; Koutsouleris, N.; Dwyer, D. B.; Kambeitz-Ilankovic, L.; PRONIA, C.: Transdiagnostic subgroups of cognitive impairment in early affective and psychotic illness. NEUROPSYCHOPHARMACOLOGY (2023)

Popovic, D.; Wertz, M.; Geisler, C.; Kaufmann, J.; Lähteenvuo, M.; Lieslehto, J.; Witzel, J.; Bogerts, B.; Walter, M.; Falkai, P. et al.; Koutsouleris, N.; Schiltz, K.: Patterns of risk—Using machine learning and structural neuroimaging to identify pedophilic offenders. Frontiers in Psychiatry 14-2023, 1001085 (2023)