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

Objectives 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 memor...

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Publicado en:Journals of Gerontology Series B: Psychological Sciences & Social Sciences Vol. 81; no. 1; pp. 1 - 11
Autores principales: Berg, Addison Leeds, Sinclair, Stephanie, Acosta-Parra, Ashley, Moreno, César A, Glosson, Ana, Whitmer, Rachel A, Gilsanz, Paola, Fletcher, Evan
Formato: Artículo
Publicado: Oxford University Press / USA Jan2026
Materias:
Lifestyles
Volunteer service
Cross-sectional method
Health status indicators
Income
Education
Exercise
Episodic memory
Sex distribution
Smoking
Age distribution
Leisure
Games
Sleep
Analysis of variance
Alcohol drinking
Cultural pluralism
Socialization
Written communication
Lung physiology
Cooking
Ensemble learning
Electronic health records
Neuropsychological tests
Machine learning
Decision trees
Grip strength
Regression analysis
Acceso en línea:Ver este registro en EBSCOhost