SPEAK-SAFE: secure processing of electronic audio for knowledge in suicide assessment from therapeutic exchanges

During the implementation of our research project, we were faced with challenges regarding the security of patient privacy and the technical implementation of therapy recordings toreassure sufficient data quality for the data analysis. Therefore, in addition to improve the suicidality prediction with multimodal methods we will develop an end-to-end-workflow for further AI-research in the clinical context.<b>Clinical Trial Registration</b>: https://drks.de/search/de/trial/DRKS00027878, identifier DRKS00027878.

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Publication Details

Journal
Frontiers in Digital Health
Published
2026-02-24
DOI
https://doi.org/10.3389/fdgth.2026.1616955
Primary Topic
Mental Health via Writing
Type
article
Field-Weighted Citation Impact
0.00
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article

SPEAK-SAFE: secure processing of electronic audio for knowledge in suicide assessment from therapeutic exchanges

P. Getty, Anmol Goel, Rebekka Stadje, Caroline Gruler et al.
Frontiers in Digital Health
Mental Health via Writing
article

SPEAK-SAFE: secure processing of electronic audio for knowledge in suicide assessment from therapeutic exchanges

P. Getty, Anmol Goel, Rebekka Stadje, Caroline Gruler, A. Reif, Iryna Gurevych, O. Grimm, Sofia Arampatzi, Aishik Mandal, Christopher Landau
article en

Abstract

During the implementation of our research project, we were faced with challenges regarding the security of patient privacy and the technical implementation of therapy recordings toreassure sufficient data quality for the data analysis. Therefore, in addition to improve the suicidality prediction with multimodal methods we will develop an end-to-end-workflow for further AI-research in the clinical context.<b>Clinical Trial Registration</b>: https://drks.de/search/de/trial/DRKS00027878, identifier DRKS00027878.

Frontiers in Digital HealthVol. 8
Goethe University Frankfurt (DE), Hess (United States) (US), Technische Universität Darmstadt (DE), Fraunhofer Institute for Translational Medicine and Pharmacology (DE), University Hospital Frankfurt (DE)
Quality Education
Openalex Percentile: Top 52%
Mental Health via Writing
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