Publications by Ana Isabel Zuluaga

Publications by authors named "Ana Isabel Zuluaga"

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Using machine learning to study the association of sociodemographic indicators, biomarkers, and oral condition in older adults in Colombia.

Javier Enrique Botero Ana Isabel Zuluaga Vanessa Suárez-Córdoba María Teresa Calzada Bruno Gutiérrez-Quiceno

J Am Dent Assoc

August 2023

Background: Chronic health conditions and socioeconomic problems that affect the well-being and life expectancy of older adults are common. The objective of this cross-sectional study was to analyze the association between sociodemographic variables, oral conditions, and general health and the biomarkers of older adults using machine learning (ML).

Methods: A total of 15,068 surveys from the national study of Health, Well-Being and Aging (Salud, Bienestar y Envejecimiento) data set were used for this secondary analysis.

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- Ana Isabel Zuluaga's research primarily focuses on the intersection of machine learning and health disparities, particularly among older adult populations in Colombia.
- In her recent 2023 article, she utilized a substantial dataset of 15,068 surveys to investigate the relationships between sociodemographic indicators, oral health conditions, and biological markers in older adults.
- The findings highlight important correlations that could inform strategies to address chronic health issues and improve overall well-being for older individuals in a socioeconomically diverse context.

Publications by authors named "Ana Isabel Zuluaga"

Using machine learning to study the association of sociodemographic indicators, biomarkers, and oral condition in older adults in Colombia.

Synopsis of recent research by authors named "Ana Isabel Zuluaga"