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.
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
PUBLICATION RECORD
- Publication year
2025
- Venue
Alzheimer's & Dementia
- Publication date
2025-08-01
- Fields of study
Medicine, Computer Science, Psychology
- Identifiers
- External record
- Source metadata
Semantic Scholar, PubMed
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