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This paper is in the following e-collection/theme issue:

Non-Randomized Studies (funded, non-eHealth) (264) Decision Support for Health Professionals (2282) Depression and Mood Disorders; Suicide Prevention (2490) Secondary Use of Clinical Data for Research and Surveillance (641) Machine Learning (3253) Intentional Self-Harm (192)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/100498, first published .
Woman in hospital waiting room, head in hands, looking distressed

Risk Alert System to Facilitate Universal Suicide Risk Screening in Emergency Care: Protocol for a Prediction Model and Software Development Study Using a Co-Design Approach

Risk Alert System to Facilitate Universal Suicide Risk Screening in Emergency Care: Protocol for a Prediction Model and Software Development Study Using a Co-Design Approach

Authors of this article:

Montserrat López-Fernández1, 2 Author Orcid Image ;   Raúl Rodríguez Valderas3 Author Orcid Image ;   Ana Portillo-Van Diest1, 2, 4 Author Orcid Image ;   Gemma Vilagut1, 4 Author Orcid Image ;   Miguel-Ángel Mayer2, 5, 6 Author Orcid Image ;   Ángela Leis2, 5 Author Orcid Image ;   Montse Ferrer1, 2, 4 Author Orcid Image ;   Franco Amigo7 Author Orcid Image ;   Laura Latorre1 Author Orcid Image ;   Tatiana Leiss2, 5 Author Orcid Image ;   Juan Manuel Ramírez-Anguita2, 5 Author Orcid Image ;   Jorge Lemos Portela2, 5 Author Orcid Image ;   Jordi Alonso1, 2, 4 Author Orcid Image ;   Manuel Pastor2, 5 Author Orcid Image ;   Philippe Mortier1, 4 Author Orcid Image
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Montserrat López-Fernández   1, 2 , MSc ;   Raúl Rodríguez Valderas   3 , PsyB ;   Ana Portillo-Van Diest   1, 2, 4 , MPH ;   Gemma Vilagut   1, 4 , PhD ;   Miguel-Ángel Mayer   2, 5, 6 , PhD ;   Ángela Leis   2, 5 , PhD ;   Montse Ferrer   1, 2, 4 , PhD ;   Franco Amigo   7 , MPH ;   Laura Latorre   1 , MSc ;   Tatiana Leiss   2, 5 , MSc ;   Juan Manuel Ramírez-Anguita   2, 5 , PhD ;   Jorge Lemos Portela   2, 5 , MPhil ;   Jordi Alonso   1, 2, 4 , PhD ;   Manuel Pastor   2, 5 , PhD ;   Philippe Mortier   1, 4 , PhD

1 Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Catalonia, Spain

2 Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain

3 Institut de Salut Mental, Hospital del Mar, Barcelona, Catalonia, Spain

4 CIBER de Epidemiología y Salud Pública, Instituto de Salud Carlos III (CIBERESP, ISCIII), Madrid, Madrid, Spain

5 Research Programme on Biomedical Informatics (GRIB), Hospital del Mar Research Institute, Barcelona, Catalonia, Spain

6 Data Science Unit, Hospital del Mar, Barcelona, Catalonia, Spain

7 Department of Population Health Sciences, Duke University, Durham, NC, United States

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