GSA 2025 Abstract

Comparative Assessment of Predictive Models for Older Adults’ Health Outcomes: Logistic Regression, LASSO, ML, LLM

Computational studyBiomarkers

Abstract

Accurate prediction of health outcomes in older adults is crucial for tailoring interventions and informing public health strategies. Despite advancements in predictive methodologies, significant gaps remain in understanding how these models perform across various health indicators and demographic segments.

The paper

Johns Hopkins University

GSA 2025 Abstract, 31 Dec 2025, CC BY

Presented at GSA 2025

doi.org/10.1093/geroni/igaf122.2244