Blood pressure variability and cardiovascular risk assessment using machine learning clustering after arteriovenous fistula creation in hemodialysis patients
This study underscores the association between blood pressure variability and the increased risk of cardiovascular events, including myocardial infraction, stroke or heart failure in patients with ESKD undergoing AVF creation. Our findings highlight the critical need for vigilant monitoring of blood pressure fluctuations in this population and demonstrate how these variations are influenced by individual demographic factors. Further research is needed to develop targeted interventions to mitigate this risk.
Authors
- Laisel Martinez (ORCID: https://orcid.org/0000-0002-3009-8761)
- Danna Lesley Cruz Reyes (ORCID: https://orcid.org/0000-0002-5977-8162)
- Adriana Dejman
- Juan C. Duque (ORCID: https://orcid.org/0000-0001-7419-7342)
- Camilo Polanía-Sandoval (ORCID: https://orcid.org/0000-0003-4973-1608)
- Loay Salman (ORCID: https://orcid.org/0000-0003-1460-0536)
- Christopher Montoya (ORCID: https://orcid.org/0000-0001-9822-9695)
- Roberto I. Vázquez-Padrón (ORCID: https://orcid.org/0000-0002-9370-276X)
- Daniel Del Castillo Rix
- Marwan Tabbara
Institutions
- University of Miami (US)
- Mayo Clinic in Florida (US)
- Albany Medical Center Hospital (US)
- Universidad del Rosario (CO)
Publication Details
- Journal
- The Journal of Vascular Access
- Published
- 2025-05-03
- DOI
- https://doi.org/10.1177/11297298251326313
- Primary Topic
- Central Venous Catheters and Hemodialysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00