Speech-based relapse prediction in psychosis using explainable AI: Protocol for the international multicentre observational TRUSTING study

Roya Melanie Hüppi, Lucía Bautista, Giacomo Cecere, Wolfgang Omlor, Sandra Anna Just, Sanne Koops, Musarrat Hussain, Enrico Tedeschi, Stephan Benke-Bruderer, Emre Bora, John Lyne, Stefan Kaiser, Elodie Sprüngli-Toffel, Matthias Kirschner, Karl Øyvind Mikalsen, Lars Ailo Bongo, Erik Van der Eycken, Filip Španiel, Brita Elvevåg, Iris EC Sommer, Wolfram Hinzen, Philipp Homan

Open source

DOI: 10.1136/bmjopen-2025-114585
Published: 2026-08
Container: BMJ Open
Publisher: BMJ
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1136/bmjopen-2025-114585,
  title = {Speech-based relapse prediction in psychosis using explainable AI: Protocol for the international multicentre observational TRUSTING study},
  author = {Roya Melanie Hüppi and Lucía Bautista and Giacomo Cecere and Wolfgang Omlor and Sandra Anna Just and Sanne Koops and Musarrat Hussain and Enrico Tedeschi and Stephan Benke-Bruderer and Emre Bora and John Lyne and Stefan Kaiser and Elodie Sprüngli-Toffel and Matthias Kirschner and Karl Øyvind Mikalsen and Lars Ailo Bongo and Erik Van der Eycken and Filip Španiel and Brita Elvevåg and Iris EC Sommer and Wolfram Hinzen and Philipp Homan},
  year = {2026},
  journal = {BMJ Open},
  doi = {10.1136/bmjopen-2025-114585},
  url = {https://doi.org/10.1136/bmjopen-2025-114585}
}

RIS

TY  - JOUR
TI  - Speech-based relapse prediction in psychosis using explainable AI: Protocol for the international multicentre observational TRUSTING study
AU  - Roya Melanie Hüppi
AU  - Lucía Bautista
AU  - Giacomo Cecere
AU  - Wolfgang Omlor
AU  - Sandra Anna Just
AU  - Sanne Koops
AU  - Musarrat Hussain
AU  - Enrico Tedeschi
AU  - Stephan Benke-Bruderer
AU  - Emre Bora
AU  - John Lyne
AU  - Stefan Kaiser
AU  - Elodie Sprüngli-Toffel
AU  - Matthias Kirschner
AU  - Karl Øyvind Mikalsen
AU  - Lars Ailo Bongo
AU  - Erik Van der Eycken
AU  - Filip Španiel
AU  - Brita Elvevåg
AU  - Iris EC Sommer
AU  - Wolfram Hinzen
AU  - Philipp Homan
PY  - 2026
JO  - BMJ Open
DO  - 10.1136/bmjopen-2025-114585
UR  - https://doi.org/10.1136/bmjopen-2025-114585
ER  -

APA

Hüppi, R. M., Bautista, L., Cecere, G., Omlor, W., Just, S. A., Koops, S., Hussain, M., Tedeschi, E., Benke-Bruderer, S., Bora, E., Lyne, J., Kaiser, S., Sprüngli-Toffel, E., Kirschner, M., Mikalsen, K. Ø., Bongo, L. A., Eycken, E. V. D., Španiel, F., Elvevåg, B., Sommer, I. E., Hinzen, W., & Homan, P. (2026). Speech-based relapse prediction in psychosis using explainable AI: Protocol for the international multicentre observational TRUSTING study. BMJ Open. https://doi.org/10.1136/bmjopen-2025-114585

Source records

crossref · retrieved 2026-09-25T12:33:38.674Z