Modeling the importance of life exposure factors on memory performance in diverse older adults: A machine learning approach

Evan M Fletcher,Marianne Chanti‐Ketterl,Emily Hokett,Yi Lor,Umesh M. Venkatesan,Ruijia Chen,O. Bubu,R. Whitmer,Paola Gilsanz,Z. Zlatar

Published 2025 in Alzheimer's & Dementia

ABSTRACT

Many health life exposure factors (LEFs) influence cognitive decline and dementia incidence, but their relative importance to episodic memory (an early indicator of cognitive decline) among diverse older adults is unclear. We used machine learning to rank LEFs for memory performance in a large and diverse US cohort.

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