Research output per year
Research output per year
Personal profile
Research interests
Nikos Koutsouleris is the Chair of Precision Psychiatry with the Psychosis Studies Deparmtent and the Coordinator of the EU-FP7 funded project PRONIA (“Personalised Prognostic Tools for Early Psychosis Management”). He serves as consultant and Head of the Centre for Adolecent Psychiatry and Transitional Youth Mental Health and the Section for Neurodiagnostic Applications in Psychiatry at the Department of Psychiatry, Ludwig-Maximilian-University, Munich (LMU).
Dr. Koutsouleris studied medicine at LMU between 1996 and 2003 as scholar of the German National Academic Foundation. He took his first medical & academic appointment in 2004 at the Department of Psychiatry and Psychotherapy, where he finished his doctorate thesis in 2005. Since 2008, Prof Koutsouleris has advanced the use of multivariate pattern recognition methods for the identification and validation of diagnostic and prognostic prediction models in at-risk and early stages of affective and non-affective psychoses. His work was awarded with several national and international prizes and led so far to over 80 peer-reviewed, highly cited papers. In addition, he strived to make robust machine-learning methods available to researchers in the clinical neurosciences in order to improve the methodological rigour of this new research direction based on the proper use of validation and model sharing approaches. These efforts have the lead to the publication of the open-source NeuroMiner machine learning platform available at www.pronia.eu/neurominer.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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A multivariate cognitive approach to predict social functioning in recent onset psychosis in response to computerized cognitive training
Walter, N., Wenzel, J., Haas, S. S., Squarcina, L., Bonivento, C., Ruef, A., Dwyer, D., Lichtenstein, T., Bastrük, Ö., Stainton, A., Antonucci, L. A., Brambilla, P., Wood, S. J., Upthegrove, R., Borgwardt, S., Lencer, R., Meisenzahl, E., Salokangas, R. K. R., Pantelis, C. & Bertolino, A. & 3 others, , 10 Jan 2024, In: Progress in Neuro-Psychopharmacology and Biological Psychiatry. 128, 110864.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
A transdiagnostic prodrome for severe mental disorders: an electronic health record study
Arribas, M., Oliver, D., Patel, R., Kornblum, D., Shetty, H., Damiani, S., Krakowski, K., Provenzani, U., Stahl, D., Koutsouleris, N., McGuire, P. & Fusar-Poli, P., 6 May 2024, In: Molecular Psychiatry. 29, 11, p. 3305-3315 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile57 Downloads (Pure) -
How common is secondary psychosis? Estimates from a systematic review and meta-analysis
Blackman, G., Byrne, R., Gill, N., Fanshawe, J. B., Bell, V., Watson, C., Koutsouleris, N., Fusar-Poli, P., Pollak, T. A. & McGuire, P., 19 Apr 2024, (Accepted/In press) In: World Psychiatry.Research output: Contribution to journal › Letter › peer-review
File200 Downloads (Pure) -
Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review: Machine-Learning for Anxiety and Post-Traumatic Stress
Ciharova, M., Amarti, K., Peng, X., van Breda, W., Lorente-Català, R., Funk, B., Hoogendoorn, M., Koutsouleris, N., Fusar-Poli, P., Karyotaki, E. & Cuijpers, P., 5 Jun 2024, (Accepted/In press) In: Biological psychiatry.Research output: Contribution to journal › Review article › peer-review
File62 Downloads (Pure) -
Association of Complement and Coagulation Pathway Proteins With Treatment Response in First-Episode Psychosis: A Longitudinal Analysis of the OPTiMiSE Clinical Trial
Susai, S. R., Focking, M., Mongan, D., Heurich, M., Coutts, F., Egerton, A., Whetton, T., van Rossum, I. W., Unwin, R., Pollak, T., Weiser, M., Leboyer , M., Rujescu, D., Byrne, J., Gifford, G., Dazzan, P., Koutsouleris, N., Kahn, R. S., Cotter, D. & McGuire, P., 14 Mar 2023, In: Schizophrenia Bulletin. 49, 4, p. 893-902 10 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus)
Projects
- 1 Active
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Maudsley BRC: NIHR SLaM BRC
Hotopf, M. (Primary Investigator), Brose, L. (Co-Investigator), Brown, J. (Co-Investigator), Chalder, T. (Co-Investigator), Cleare, A. (Co-Investigator), Coleman, J. (Co-Investigator), Cunningham, J. (Co-Investigator), Dazzan, P. (Co-Investigator), Deluca, P. (Co-Investigator), Desrivieres, S. (Co-Investigator), Di Forti, M. (Co-Investigator), Dobson, R. (Co-Investigator), Drummond, C. (Co-Investigator), Dutta, R. (Co-Investigator), Egerton, A. (Co-Investigator), Emsley, R. (Co-Investigator), Gilchrist, G. (Co-Investigator), Gillett, A. (Co-Investigator), Goadsby, P. (Co-Investigator), Happe, F. (Co-Investigator), Hirsch, C. (Co-Investigator), Hoffmann, J. (Co-Investigator), Ismail, K. (Co-Investigator), Koutsouleris, N. (Co-Investigator), Lewis, C. (Co-Investigator), Marsden, J. (Co-Investigator), McAlonan, G. (Co-Investigator), McNeill, A. (Co-Investigator), Mehta, M. (Co-Investigator), Mondelli, V. (Co-Investigator), Moran, R. (Co-Investigator), Moss-Morris, R. (Co-Investigator), Neale, J. (Co-Investigator), Pariante, C. (Co-Investigator), Pile, V. (Co-Investigator), Powell, T. (Co-Investigator), Robson, D. (Co-Investigator), Rucker, J. (Co-Investigator), Schmidt, U. (Co-Investigator), Sonuga-Barke, E. (Co-Investigator), Stahl, D. (Co-Investigator), Stewart, R. (Co-Investigator), Strang, J. (Co-Investigator), Sweeney, A. (Co-Investigator), Turkheimer, F. (Co-Investigator), Vassos, E. (Co-Investigator), Wong, C. (Co-Investigator), Wykes, T. (Co-Investigator), Young, A. (Co-Investigator), Zahn, R. (Co-Investigator) & Zelaya, F. (Co-Investigator)
NIHR National Institute For Health & Care Research
1/12/2022 → 30/11/2027
Project: Research