Publications

  • Ghelfi, L., Healy, J., Piacenza, F., French, I., McNamara, N., Rabbi, K.A., Bond, B., O'Hora, E., Roddy, D., Kamali, M., Das, S., Just, S.A., Tedeschi, E., Hussain, M., Mikalsen, K.Ø., Kaiser, S., Cecere, G., Koops, S., de Boer, J., Nguyen, E., Bora, E., Hinzen, W., Homan, P., Sommer, I.E., Cotter, D., Cannon, M. & Lyne, J.P. (2026). Using AI to detect psychosis relapse: scoping review. JMIR Mental Health, 13:e92192. doi: 10.2196/92192

  • Just, S.A., Jung, E., Sarpeah, R., Brecht, A., Stötzner, P. & Nenchev, I. (2026). What shapes basic digital competence in people with mental illness beyond internet usage: the influence of experience, illness severity and self-efficacy. Computers in Human Behavior Reports, 23. doi: 10.1016/j.chbr.2026.101155

  • Just, S.A., Tedeschi, E., Holsbø, E. Mikalsen, K. Ø., Bongo, L. A., Homan, P. & Elvevåg, B. (2026). The challenges of implementing hybrid baselines for the interpretation of longitudinal behavioral data from individuals. npj Digital Medicine, 9, 331. doi: 10.1038/s41746-026-02668-5

  • Just, S. A., DeLuca, V., Rothman, J., & Elvevåg, B. (2026). Rethinking language, cognition and assessment in psychosis: How bilingualism challenges psychiatry and how natural language processing can help. Schizophrenia. doi: 10.1038/s41537-026-00742-1

  • Seethaler, M., Güntner, L., Lütt, A., & Just, S. A. (2026). Managing emotional distress in older adults with mental illness: a randomized controlled trial evaluating virtual reality relaxation. Translational Psychiatry, 16(1). doi: 10.1038/s41398-026-03955-1

  • Just, S. A., Elvevåg, B., Pandey, S., Nenchev, I., Bröcker, A.-L., Montag, C., & Morgan, S. E. (2025). Moving beyond word error rate to evaluate automatic speech recognition in clinical samples: Lessons from research into schizophrenia-spectrum disorders. Psychiatry Research, 352. doi: 10.1016/j.psychres.2025.116690

  • Seethaler, M., Güntner, L., Hagedorn, U., Hecker, C., Rahaus, J., Stolarek, J., ... & Just, S. A. (2025). Evaluation des AGIPE-Versorgungskonzepts für gerontopsychiatrische Patient: innen am Lebensende [Evaluation of the AGIPE Care Model for Geriatric Psychiatric Patients at the End of Life]. Nervenheilkunde, 44(10), 698-705. doi: 10.1055/a-2516-3822

  • Hüppi, R. M., Bautista, L., Cecere, G., Just, S. A., … & Homan, P. (2025). TRUSTING: An international multicenter observational study of speech-based relapse prediction in psychosis using explainable AI. medRxiv 2025.11.14.25339774. doi: 10.1101/2025.11.14.25339774

  • Bröcker, A.-L., Sauter, H., Haebler, D., Montag, C. & & Just, S. A. (2025). Gender differences in social cognition and their association with functioning in individuals with non-affective psychosis. Journal of Clinical Psychology, 1-8. doi: 10.1002/jclp.70052

  • Nenchev, I., Montag, C., & Just, S. A. (2025). Reverse Prompting: A Novel Computational Paradigm in Schizophrenia Based on Large Language Models. Peer-reviewed conference paper, Recent Advances in Natural Language Processing 2025. https://acl-bg.org/proceedings/2025/RANLP%202025/pdf/2025.ranlp-1.92.pdf

  • Stanford J. A. & Just, S. A. (2025). Quantitative research on digitalized treatment options for older adults with mental illness: scoping review. JMIR Mental Health, 12:e70321. doi: 10.2196/70321

  • Bayer, S., Bröcker, A.-L., Stuke, F., Just, S. A., … Lempa, G., von Haebler, D. & Montag, C. (2024) Level of structural integration in people with schizophrenia and schizoaffective disorders – applicability and associations with clinical parameters. Frontiers of Psychiatry, 15. doi: 10.3389/fpsyt.2024.1388478

  • Nenchev, I., Scheffler, T., … Just, S. A. & Montag, C. (2024). Linguistic markers of schizophrenia: a case study of Robert Walser. Peer-reviewed conference paper and poster, Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024), Malta, 41–60. https://aclanthology.org/2024.clpsych-1.4‍ ‍

  • Just, S. A. & Lütt, A., Siegle, P., Döring-Brandl, E. J. (2024). Feasibility of using virtual reality in geriatric psychiatry. International Journal of Geriatric Psychiatry. e6060. doi: 10.1002/gps.6060

  • Just, S. A. & Bröcker, A-L., Ryazanskaya, G., Nenchev, I., Schneider, M., Bermpohl, F., Heinz, A. & Montag, C. (2023). Validation of natural language processing methods capturing semantic incoherence in the speech of patients with non-affective psychosis. Frontiers in Psychiatry, 14. doi: 10.3389/fpsyt.2023.1208856

  • Seethaler, M., Masah, D. J., Just, S. A., … & Brandl, E. J. (2023). Palliativmedizinische und ethische Herausforderungen in der Gerontopsychiatrie. Nervenheilkunde, 42(05), 281-285. doi: 10.1055/a-2003-3276

  • Seethaler, M., Just, S. A., Stolarek, J., Hecker, C., Rahaus, J., Hagedorn, U., ... & Brandl, E. J. (2023). Versorgung gerontopsychiatrischer Patienten am Lebensende. Nervenheilkunde, 42(05), 273-280. doi: 10.1055/a-2003-3365

  • Just, S. A. & Seethaler, M., Sarpeah, R. et al. (2022). Loneliness in Elderly Inpatients. Psychiatric Quarterly, 93, 1017-1030. doi: 10.1007/s11126-022-10006-7

  • Bröcker, A. L., Zimmermann, J., Stuke, F., Just, S. A., ... & Montag, C. (2022). Exploring the Latent Structure and Convergent and Incremental Validity of the Metacognition Assessment Scale–Abbreviated in a Sample of Patients with Non-Affective Psychosis. Journal of Personality Assessment, 1-11. doi: 10.1080/00223891.2022.2048843

  • Stötzner, P., Abate, R. E. F., Henssler, J., Seethaler, M., Just, S. A., & Brandl, E. J. (2022). Structured Interventions to Optimize Polypharmacy in Psychiatric Treatment and Nursing Homes: A Systematic Review. Journal of Clinical Psychopharmacology, 42(2), 169-187. doi: 10.1097/JCP.0000000000001521 

  • Maaßen, E., Büttner, M., Bröcker, A. L., Stuke, F., Bayer, S., Hadzibegovic, J., Just, S. A., Bertram, G., Rau, R., von Haebler, D., Lempa, G., & Montag, C. (2021). Measuring Emotional Awareness in Patients With Schizophrenia and Schizoaffective Disorders. Frontiers in Psychology, 12:725787. doi: 10.3389/fpsyg.2021.725787

  • Seethaler, M. & Just, S. A., Stötzner, P., Bermpohl, F., & Brandl, E. J. (2021). Psychosocial impact of COVID-19 pandemic in elderly psychiatric patients: a longitudinal study. Psychiatric Quarterly, 92(4), 1439-1457. doi: 10.1007/s11126-021-09917-8 

  • Just, S. A., Haegert, E., Kořánová, N., Bröcker, A-L., Nenchev, I., Funcke, J., Heinz, A., Bermpohl, F., Stede, M. & Montag, C. (2020). Modeling incoherent discourse in non-affective psychosis. Frontiers in Psychiatry, 11, 846. doi: 10.3389/fpsyt.2020.00846

  • Bröcker, A-L., Bayer, S., Stuke, F., Just, S. A., Bertram, G., Funcke, J., Grimm, I., Lempa, G., von Haebler, D., & Montag, C. (2020). Levels of structural integration mediate the impact of metacognition on functioning in non-affective psychosis: Adding a psychodynamic perspective to the metacognitive approach. Frontiers in Psychology, 11, 269. doi: 10.3389/fpsyg.2020.00269

  • Montag, C., Schöner, J., Speck, L. G., Just, S. A., Stuke, F., Rentzsch, J., Gallinat, J., & Majić, T. (2020). Peripheral oxytocin is inversely correlated with cognitive, but not emotional empathy in schizophrenia. Plos one, 15(4), e0231257. doi: 10.1371/journal.pone.0231257

  • Just, S. A., Haegert, E., Kořánová, N., Bröcker, A.-L., Nenchev, I., Funcke, J., Montag, C., & Stede, M. (2019). Coherence models in schizophrenia. Peer-reviewed conference paper and poster, NAACL Conference, The Workshop on Computational Linguistics and Clinical Psychology, Minneapolis. doi: 10.18653/v1/W19-3015