Machine Learning-Based Clinical Decision Support System for Suicide Risk Management: The PERMANENS Project
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.
Authors
- Jordi Alonso (ORCID: https://orcid.org/0000-0001-8627-9636)
- Montse Ferrer (ORCID: https://orcid.org/0000-0001-9867-7391)
- Miguel Ángel Mayer (ORCID: https://orcid.org/0000-0003-0362-6298)
- Lars Ivar Mehlum (ORCID: https://orcid.org/0000-0003-2813-0045)
- Franco Amigo (ORCID: https://orcid.org/0000-0002-3602-5168)
- Ángela Leis (ORCID: https://orcid.org/0000-0003-4780-7111)
- Madhav Bhargav (ORCID: https://orcid.org/0000-0003-0506-9018)
- Víctor Pérez (ORCID: https://orcid.org/0000-0002-5825-2337)
- Philippe Mortier (ORCID: https://orcid.org/0000-0003-2113-6241)
- Juan Manuel Ramírez‐Anguita (ORCID: https://orcid.org/0000-0002-8509-0927)
- Ferrán Sanz (ORCID: https://orcid.org/0000-0002-7534-7661)
- Ping Qin (ORCID: https://orcid.org/0000-0001-6741-6228)
- Manuel Pastor (ORCID: https://orcid.org/0000-0001-8850-1341)
- Ella Arensman (ORCID: https://orcid.org/0000-0003-0376-1203)
- Gemma Vilagut (ORCID: https://orcid.org/0000-0002-3714-226X)
- Johan Bjureberg (ORCID: https://orcid.org/0000-0003-2747-9990)
- Oskar Flygare (ORCID: https://orcid.org/0000-0002-2017-3940)
- Susana Conde
- Laura Latorre Moreno
- Busenur Kizilaslan
- Ana Portillo van Diest
Institutions
- Universitat Pompeu Fabra (ES)
- University of Oslo (NO)
- University College Cork (IE)
- Instituto de Salud Carlos III (ES)
- Karolinska Institutet (SE)
- Hospital Del Mar (ES)
- Parc de Salut (ES)
- National Suicide Research Foundation (IE)
- Stockholm Health Care Services (SE)
Publication Details
- Journal
- Studies in health technology and informatics
- Published
- 2025-05-15
- DOI
- https://doi.org/10.3233/shti250308
- Primary Topic
- Healthcare Systems and Public Health
- Type
- article
- Field-Weighted Citation Impact
- 0.00