Risk of Chronic Kidney Disease and Implications in Patients with Atrial Fibrillation for the Development of Major Adverse Cardiovascular Events with Machine Learning
Newly diagnosed AF confers a substantial excess risk of MACE and its components. The consistent eGFR and albuminuria in AF support considering clinically meaningful renal endpoints within composite outcomes and prioritizing integrated cardiorenal management. These findings provide actionable evidence to refine risk stratification and endpoint selection in AF research and care.
Authors
- Josep Lluís Clua‐Espuny (ORCID: https://orcid.org/0000-0002-6508-5741)
- Pedro Moltó-Balado (ORCID: https://orcid.org/0000-0002-2703-0408)
- Maria Teresa Balado-Albiol
- Jorge Canela-Royo (ORCID: https://orcid.org/0000-0003-3297-6078)
- Victor Alonso-Barberán
- Andrea Simeó-Monzó (ORCID: https://orcid.org/0009-0004-7842-2374)
- Alba del Barrio-González (ORCID: https://orcid.org/0009-0007-1842-0977)
- Paula Barrios-Carmona
- Carlos Tarongi-Vidal
Institutions
- Conselleria de Sanitat Universal i Salut Pública (ES)
- Servicio Aragonés de Salud (ES)
- Hospital General Universitari de Castelló (ES)
- Equilibrium Research (GB)
- Institut Universitari d'Investigació en Atenció Primària Jordi Gol (ES)
- Fundació Jesuïtes Educació (ES)
- Institut Català de la Salut (ES)
- Instituto Aragonés de Ciencias de la Salud (ES)
Publication Details
- Journal
- Medical Sciences
- Published
- 2025-11-27
- DOI
- https://doi.org/10.3390/medsci13040289
- Citations
- 1
- Primary Topic
- Atrial Fibrillation Management and Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 1.39