Leveraging NLP for Psychiatric Phenotyping from Spanish EHR: Enabling the Investigation of Transdiagnostic Symptom Profiles at Scale
Our tool enables the systematic investigation of psychiatric symptoms from psychiatric notes, facilitating large-scale investigations in Spanish-speaking populations.
Authors
- Loes M. Olde Loohuis (ORCID: https://orcid.org/0000-0002-3327-7837)
- Laura Mena (ORCID: https://orcid.org/0000-0001-5311-8262)
- Nelson B. Freimer (ORCID: https://orcid.org/0000-0003-3586-6587)
- Mauricio Castaño-Aguirre (ORCID: https://orcid.org/0000-0002-2811-7847)
- Alejandro Arias
- Johanna Valencia‐Echeverry (ORCID: https://orcid.org/0000-0002-4849-1449)
- John Daniel Londoño Martínez (ORCID: https://orcid.org/0000-0003-4227-9073)
- Victor I. Reus (ORCID: https://orcid.org/0000-0002-8193-5697)
- Alex Bui (ORCID: https://orcid.org/0000-0002-4702-1373)
- Ana M. Díaz‐Zuluaga (ORCID: https://orcid.org/0000-0002-6907-6017)
- Carlos López‐Jaramillo (ORCID: https://orcid.org/0000-0002-1875-1369)
- María Dolores Simón Vallejo (ORCID: https://orcid.org/0000-0002-6885-1464)
- Juan De La Hoz (ORCID: https://orcid.org/0000-0002-5584-7511)
- Ana M. Ramirez-Diaz
- Susan K. Service
- Clara Frydman-Gani
- Ariel Seroussi
Institutions
- University of Caldas (CO)
- University of California, Los Angeles (US)
- University of California, San Francisco (US)
- Universidad de Antioquia (CO)
Publication Details
- Journal
- Complex Psychiatry
- Published
- 2025-06-07
- DOI
- https://doi.org/10.1159/000546480
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- US-UK Fulbright Commission
- National Institute of Mental Health