Innovative Strategies for Optimal Aging: Functional and Brain Health Research Through Community-Based Approaches
Patricia Heyn, Catherine Diaz-Asper, J Taylor Harden

TL;DR
This paper presents community-based research initiatives aimed at improving aging through fall prevention, mental health, and AI-driven cognitive health monitoring.
Contribution
The paper introduces the ALOHA study, a community-driven framework integrating fall prevention, cognitive health, and personalized wellness for diverse aging populations.
Findings
Natural language processing is explored as a digital biomarker for early detection of Alzheimer’s disease.
The ALOHA study offers a scalable framework for low-funded, high-impact aging research.
Mental health and social isolation are strongly linked to fall risk in aging populations.
Abstract
The Marymount Center for Optimal Aging (MCOA) is committed to advancing inclusive, interdisciplinary aging research that informs policy and practice. This symposium will highlight recent research initiatives in falls prevention, mental health, artificial intelligence (AI) for cognitive health, and community-based health promotion participatory research. Each presentation will discuss findings, methodological advancements, and strategies to enhance equity in aging-related interventions. Falls prevention remains a public health priority, with disparities influenced by socioeconomic status, geographic accessibility, and racial and ethnic backgrounds. Social isolation, mental health conditions, and cognitive impairment are strongly associated with falls, yet their mediating and direct relationships with fall risk remain insufficiently understood. Natural language processing (NLP) is gaining…
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Taxonomy
TopicsBalance, Gait, and Falls Prevention · Context-Aware Activity Recognition Systems · Technology Use by Older Adults
