Developing a non-invasive algorithm for the diagnosis of steatotic liver disease in primary healthcare: a retrospective cohort study
We developed two predictive models for SLD screening in a Chilean cohort. Both showed strong performance and potential for implementation in primary care to support early detection and better disease management.
Authors
- Macarena Garrido
- Andrea Huidobro (ORCID: https://orcid.org/0000-0001-6179-6688)
- Claudio Vargas (ORCID: https://orcid.org/0000-0002-8705-0873)
- Francisco Barrera (ORCID: https://orcid.org/0000-0001-5334-1528)
- Ilona Argirion (ORCID: https://orcid.org/0000-0002-4925-5296)
- Danilo Alvares (ORCID: https://orcid.org/0000-0003-3764-0397)
- Juan Pablo Arab (ORCID: https://orcid.org/0000-0002-8561-396X)
- María Spencer-Sandino (ORCID: https://orcid.org/0009-0002-3995-9297)
- Marco A. Arrese (ORCID: https://orcid.org/0000-0002-0499-4191)
- Felipe Elorrieta (ORCID: https://orcid.org/0000-0002-1835-7433)
- Jill Koshiol (ORCID: https://orcid.org/0000-0002-3832-6204)
- Catterina Ferreccio (ORCID: https://orcid.org/0000-0001-6331-5534)
- Daniel Cabrera (ORCID: https://orcid.org/0000-0001-9634-725X)
- Claudia Marco
- Franco Godoy
Institutions
- Universidad de Santiago de Chile (CL)
- Pontificia Universidad Católica de Chile (CL)
- Georgetown University (US)
- Virginia Commonwealth University (US)
- Universidad de Los Andes, Chile (CL)
- University of Cambridge (GB)
- Catholic University of the Maule (CL)
- Georgetown University Medical Center (US)
- Universidad Bernardo O'Higgins (CL)
- Instituto de Salud Pública de Chile (CL)
- Hospital Dipreca (CL)
- MRC Biostatistics Unit (GB)
- National Cancer Institute (US)
- Division of Cancer Epidemiology and Genetics
Publication Details
- Journal
- BMJ Health & Care Informatics
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1136/bmjhci-2025-101620
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Agencia Nacional de Investigación y Desarrollo
- Fondo Nacional de Desarrollo Científico y Tecnológico
- Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias