Author

Diana C. Oviedo

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Open access Aug 2026

Resilience and social support as correlates of dementia risk: insights from a biopsychosocial analysis of the All of Us dataset

Introduction Cognitive decline is a growing concern in the United States as the population ages. Risk scores such as the Cardiovascular Risk Factors Aging and Incidence of Dementia (CAIDE) have been validated to assess long-term risk for cognitive decline. The existing literature has primarily focused on biological ris...

Casey D. Xavier Hall, Zhuo Meng, Beth Okantey et al. · Frontiers in Public Health · 0 citations

#machine learning Preprint Sep 2026

Machine-Learning Assessment of the Predictive Value of Inflammatory Biomarkers for Cognitive Impairment in an Older Hispanic Adult Cohort

Small clinical tabular datasets require interpretable machine learning because deep learning is often impractical and ensemble models can be difficult to inspect. A key pitfall is that statistical significance does not necessarily imply predictive utility. Using data from the Panama Aging Research Initiative--Health Di...

Antony García, Gabrielle B. Britton, Alcibiades E. Villarreal et al. · 0 citations