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This paper is in the following e-collection/theme issue:

Diagnostic Tools in Mental Health (411) Natural Language Processing (1208) Imaging Informatics (432) Machine Learning (2992) Mental Health Issues in Adolescence (739) Medical imaging (170) Generative Language Models Including ChatGPT (1373)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/84424, first published .
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Functional Outcome Prediction in Young Adults With Mental Health Symptoms Using Machine Learning and Large Language Models: Longitudinal Observational Study

Functional Outcome Prediction in Young Adults With Mental Health Symptoms Using Machine Learning and Large Language Models: Longitudinal Observational Study

Authors of this article:

Pavol Mikolas1, 2 Author Orcid Image ;   Fabian Huth1 Author Orcid Image ;   Kyra Bröckel-Bundt1 Author Orcid Image ;   Christina Berndt1 Author Orcid Image ;   Julia Martini1 Author Orcid Image ;   Birgit Maicher1 Author Orcid Image ;   Michael Marxen1 Author Orcid Image ;   Falk Gerrik Verhees1 Author Orcid Image ;   Paula Marie Henneberg1 Author Orcid Image ;   Christoph Vogelbacher3, 4, 5 Author Orcid Image ;   Andreas Jansen3, 4, 5 Author Orcid Image ;   Tilo Kircher3, 4, 5 Author Orcid Image ;   Irina Falkenberg3, 4, 5 Author Orcid Image ;   Florian Thomas-Odenthal3, 4, 5 Author Orcid Image ;   Martin Lambert6 Author Orcid Image ;   Vivien Kraft6 Author Orcid Image ;   Gregor Leicht6 Author Orcid Image ;   Christoph Mulert5, 6, 7 Author Orcid Image ;   Andreas J Fallgatter8, 9 Author Orcid Image ;   Thomas Ethofer8, 9, 10 Author Orcid Image ;   Anne Rau8 Author Orcid Image ;   Karolina Leopold11 Author Orcid Image ;   Andreas Bechdolf11 Author Orcid Image ;   Reif Andreas12 Author Orcid Image ;   Silke Matura12 Author Orcid Image ;   Jonathan Repple12, 13, 14 Author Orcid Image ;   Felix Bermpohl15 Author Orcid Image ;   Jana Fiebig15 Author Orcid Image ;   Thomas Stamm15, 16 Author Orcid Image ;   Christoph U Correll17, 18, 19 Author Orcid Image ;   Georg Juckel20 Author Orcid Image ;   Vera Flasbeck20 Author Orcid Image ;   Isabella C Wiest21 Author Orcid Image ;   Jakob N Kather21 Author Orcid Image ;   Udo Dannlowski14, 22, 23, 24 Author Orcid Image ;   Eva Mennigen1 Author Orcid Image ;   Philipp Ritter1 Author Orcid Image ;   Michael Bauer1 Author Orcid Image ;   Andrea Pfennig1 Author Orcid Image
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