Machine learning-based clinical decision support system for suicide risk management: The PERMANENS project
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- dc.contributor.author Leis Machín, Angela 1974-
- dc.contributor.author Mortier, Philippe
- dc.contributor.author Amigo, Franco
- dc.contributor.author Conde, Susana
- dc.contributor.author Ferrer Forés, Maria Montserrat
- dc.contributor.author Latorre Moreno, Laura
- dc.contributor.author Mayer, Miguel Ángel, 1960-
- dc.contributor.author Pérez Solá, Victor
- dc.contributor.author Portillo-Van Diest, Ana
- dc.contributor.author Ramírez Anguita, Juan Manuel
- dc.contributor.author Sanz, Ferran
- dc.contributor.author Vilagut Saiz, Gemma, 1975-
- dc.contributor.author Alonso Caballero, Jordi
- dc.contributor.author Pastor Maeso, Manuel
- dc.contributor.author Qin, Ping
- dc.date.accessioned 2025-06-10T06:14:10Z
- dc.date.available 2025-06-10T06:14:10Z
- dc.date.issued 2025
- dc.description.abstract The PERMANENS European project addresses the global public health challenge of self-harm and suicide by developing a machine learning-based Clinical Decision Support System (CDSS) to assist emergency departments (EDs) in providing personalized care. With over 700,000 suicides annually, suicide prevention is critical, especially in Europe where consistent surveillance is lacking. The project harmonizes national suicide attempt registries from regions in Spain, Ireland, Norway, and Sweden using the OMOP Common Data Model (CDM) to create a comprehensive database for real-time analysis.
- dc.format.mimetype application/pdf
- dc.identifier.citation Leis A, Mortier P, Amigo F, Bhargav M, Conde S, Ferrer M, et al. Machine learning-based clinical decision support system for suicide risk management: The PERMANENS project. Stud Health Technol Inform. 2025 May 15;327:221-2. DOI: 10.3233/SHTI250308
- dc.identifier.doi http://dx.doi.org/10.3233/SHTI250308
- dc.identifier.issn 0926-9630
- dc.identifier.uri http://hdl.handle.net/10230/70644
- dc.language.iso eng
- dc.publisher IOS Press
- dc.relation.ispartof Stud Health Technol Inform. 2025 May 15;327:221-2
- dc.rights © 2025 The Authors. This article is published online with Open Access by IOS Press and distributed under the terms of the Creative Commons Attribution Non-Commercial License 4.0 (CC BY-NC 4.0). http://creativecommons.org/licenses/by-nc/4.0/
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri http://creativecommons.org/licenses/by-nc/4.0/
- dc.subject.keyword Suicide
- dc.subject.keyword Clinical support system
- dc.subject.keyword Machine learning
- dc.subject.keyword Self-harm
- dc.title Machine learning-based clinical decision support system for suicide risk management: The PERMANENS project
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/publishedVersion