The importance of modifiable lifestyle factors for episodic memory: a gradient boosted tree analysis.

Addison Leeds Berg, Stephanie Sinclair, Ashley Acosta-Parra, César A Moreno, Ana Glosson, Rachel A Whitmer, Paola Gilsanz, Evan Fletcher

Department of Neurology, University of California, Davis, Davis, California, United States. · pubmed

Paper

Abstract

Cognitively, physically, and socially active lifestyles are important factors of healthy aging. Our objective is to leverage novel machine learning techniques in an ethnoracially diverse population to yield powerful, explainable models of modifiable lifestyle factors contributing to memory in older adults.

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Research summary

Modifiable lifestyle factors significantly influence episodic memory in older adults. The paper addresses lifestyle interventions that could potentially mitigate cognitive decline, which is a key aspect of healthy aging and longevity research.

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