Hostname: page-component-6b88cc9666-gpjr2 Total loading time: 0 Render date: 2026-02-17T09:24:46.851Z Has data issue: false hasContentIssue false
  • English
  • Français
Accepted manuscript

Indirect, Machine Learning-Based Suicide Risk Screening: Evidence from Cross-National Validation

Published online by Cambridge University Press:  13 February 2026

Polona Rus Prelog Open the ORCID record for Polona Rus Prelog [Opens in a new window] ,
Martina Rojnic Kuzman Open the ORCID record for Martina Rojnic Kuzman [Opens in a new window] ,
Teodora Matić Open the ORCID record for Teodora Matić [Opens in a new window] ,
Peter Pregelj Open the ORCID record for Peter Pregelj [Opens in a new window] ,
Sara Medved Open the ORCID record for Sara Medved [Opens in a new window] ,
Sarah Bjedov Open the ORCID record for Sarah Bjedov [Opens in a new window] ,
Irena Rojnic Palavra Open the ORCID record for Irena Rojnic Palavra [Opens in a new window] ,
Anamarija Petek Eric Open the ORCID record for Anamarija Petek Eric [Opens in a new window] ,
Stipe Drmic Open the ORCID record for Stipe Drmic [Opens in a new window]  and
Domagoj Vidovic Open the ORCID record for Domagoj Vidovic [Opens in a new window]
...Show all authors
Polona Rus Prelog*
Affiliation:
University Psychiatric Clinic Ljubljana, Centre for Clinical Psychiatry, Ljubljana, Slovenia University of Ljubljana, Faculty of Medicine, Ljubljana, Slovenia
Martina Rojnic Kuzman
Affiliation:
Zagreb University Hospital Centre, Zagreb, Croatia Zagreb School of Medicine, Zagreb Croatia
Teodora Matić
Affiliation:
Artificial Intelligence Laboratory, University of Ljubljana, Faculty of Computer and Information Science, Ljubljana, Slovenia
Peter Pregelj
Affiliation:
University of Ljubljana, Faculty of Medicine, Ljubljana, Slovenia
Sara Medved
Affiliation:
Zagreb University Hospital Centre, Zagreb, Croatia
Sarah Bjedov
Affiliation:
Zagreb University Hospital Centre, Zagreb, Croatia
Irena Rojnic Palavra
Affiliation:
Psychiatric hospital Sveti Ivan, Zagreb Croatia
Anamarija Petek Eric
Affiliation:
University Hospital Centre Osijek, Psychiatry Clinic, J. Huttler 4, Osijek, Croatia Faculty of Medicine Osijek, University of Josip Juraj Strossmayer Osijek, Osijek, Croatia
Stipe Drmic
Affiliation:
Dubrava University Hospital, Zagreb Croatia Faculty of Health Sciences, University of Split
Domagoj Vidovic
Affiliation:
Vrapce Psychiatric University Hospital, Zagreb Croatia
Aleksander Sadikov
Affiliation:
Artificial Intelligence Laboratory, University of Ljubljana, Faculty of Computer and Information Science, Ljubljana, Slovenia
*
Author responsible for correspondence: Polona Rus Prelog, mailing address: University Psychiatric Clinic Ljubljana, Chengdujska 45, 1000 Ljubljana, Slovenia. Email: polona.rus@psih-klinika.si

Abstract

An abstract is not available for this content so a preview has been provided. As you have access to this content, a full PDF is available via the ‘Save PDF’ action button.
Image of the first page of this content. For PDF version, please use the ‘Save PDF’ preceeding this image.'

Keywords

Suicidal IdeationMachine LearningRisk AssessmentMass Screening

Information

Type
Research Article
Information
European Psychiatry , Accepted manuscript , pp. 1 - 21
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - ND
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work.
Copyright
© The Author(s), 2026. Published by Cambridge University Press on behalf of European Psychiatric Association
Submit a response

Comments

No Comments have been published for this article.