Publications of Nikolaos Koutsouleris

Ciharova, M.; Amarti, K.; van Breda, W.; Peng, X.; Lorente-Catala, R.; Funk, B.; Hoogendoorn, M.; Koutsouleris, N.; Fusar-Poli, P.; Karyotaki, E. et al.; Cuijpers, P.; Riper, H.: Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review. BIOLOGICAL PSYCHIATRY 96 (7), pp. 519 - 531 (2024)

Di Camillo, F.; Grimaldi, D. A.; Cattarinussi, G.; Di Giorgio, A.; Locatelli, C.; Khuntia, A.; Enrico, P.; Brambilla, P.; Koutsouleris, N.; Sambataro, F.: Magnetic resonance imaging- based machine learning classification of schizophrenia spectrum disorders: a meta-analysis. PSYCHIATRY AND CLINICAL NEUROSCIENCES (2024)

Blackman, G.; Neri, G.; Al-Doori, O.; Teixeira-Dias, M.; Mazumder, A.; Pollak, T. A.; Hird, E. J.; Koutsouleris, N.; Bell, V.; Kempton, M. J. et al.; McGuire, P.: Prevalence of Neuroradiological Abnormalities in First-Episode Psychosis: A Systematic Review and Meta-analysis. JAMA PSYCHIATRY 80 (10), pp. 1047 - 1054 (2023)

Coutts, F.; Koutsouleris, N.; McGuire, P.: Psychotic disorders as a framework for precision psychiatry. NATURE REVIEWS NEUROLOGY 19 (4), pp. 221 - 234 (2023)

Smith, K. A.; Blease, C.; Faurholt-Jepsen, M.; Firth, J.; Van Daele, T.; Moreno, C.; Carlbring, P.; Ebner-Priemer, U. W.; Koutsouleris, N.; Riper, H. et al.; Mouchabac, S.; Torous, J.; Cipriani, A.: Digital mental health: challenges and next steps. BMJ MENTAL HEALTH 26 (1), e300670 (2023)

Dwyer, D.; Koutsouleris, N.: Annual Research Review: Translational machine learning for child and adolescent psychiatry. JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY (2022)

Falkai, P.; Koutsouleris, N.; Bertsch, K.; Bialas, M.; Binder, E.; Buehner, M.; Buyx, A.; Cai, N.; Cappello, S.; Ehring, T. et al.; Gensichen, J.; Hamann, J.; Hasan, A.; Henningsen, P.; Leucht, S.; Moehrmann, K. H.; Nagelstutz, E.; Padberg, F.; Peters, A.; Pfaeffel, L.; Reich-Erkelenz, D.; Riedl, V.; Rueckert, D.; Schmitt, A.; Schulte-Koerne, G.; Scheuring, E.; Schulze, T. G.; Starzengruber, R.; Stier, S.; Theis, F. J.; Winkelmann, J.; Wurst, W.; Priller, J.: Concept of the Munich/Augsburg Consortium Precision in Mental Health for the German Center of Mental Health. FRONTIERS IN PSYCHIATRY 13, 815718 (2022)

Hauser, T. U.; Skvortsova, V.; De Choudhury, M.; Koutsouleris, N.: The Digital Mind: New Concepts in Mental Health 1 The promise of a model-based psychiatry: building computational models of mental ill health. LANCET DIGITAL HEALTH 4 (11), pp. e816 - e828 (2022)

Koutsouleris, N.; Hauser, T. U.; Skvortsova, V.; De Choudhury, M.: From promise to practice: towards the realisation of AI-informed mental health care. LANCET DIGITAL HEALTH 4 (11), pp. e829 - e840 (2022)

Miranda, L.; Paul, R.; Puetz, B.; Koutsouleris, N.; Mueller-Myhsok, B.: Systematic Review of Functional MRI Applications for Psychiatric Disease Subtyping. FRONTIERS IN PSYCHIATRY 12, 665536 (2021)

Koutsouleris, N.; Fusar-Poli, P.: From Heterogeneity to Precision: Redefining Diagnosis, Prognosis, and Treatment of Mental Disorders. BIOLOGICAL PSYCHIATRY 96 (7), pp. 508 - 510 (2024)

Radua, J.; Koutsouleris, N.: Ten Simple Rules for Using Machine Learning in Mental Health Research. BIOLOGICAL PSYCHIATRY 96 (7), pp. 511 - 513 (2024)

Koutsouleris, N.: Toward clinically useful models for individualised prognostication in psychosis. LANCET DIGITAL HEALTH 1 (6), pp. E244 - E245 (2019)