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Developing an Equitable Machine Learning–Based Music Intervention for Older Adults At Risk for Alzheimer Disease: Protocol for Algorithm Development and Validation

Developing an Equitable Machine Learning–Based Music Intervention for Older Adults At Risk for Alzheimer Disease: Protocol for Algorithm Development and Validation

This intervention is further described in Brown and Myers [27]. The Sing Fit mobile health app. Due to the need for accessible and culturally relevant lifestyle interventions aimed at reducing AD risk, this protocol seeks to improve the cultural responsiveness of an existing digital music-based intervention, Sing Fit, aimed at improving depressed mood for individuals at risk for or experiencing AD. Much like digital health tools, cultural considerations are important for music-based interventions.

Chelsea S Brown, Luna Dziewietin, Virginia Partridge, Jennifer Rae Myers

JMIR Res Protoc 2025;14:e73711

Capturing Community Perspectives in a Statewide Cancer Needs Assessment: Online Focus Group Study

Capturing Community Perspectives in a Statewide Cancer Needs Assessment: Online Focus Group Study

The KCP is co-led by the UKMCC CIO and the University of Louisville Brown Cancer Center. Founded in 1982 by the state legislature, the KCP is a statewide community-based cancer prevention and control program served by regionally located staff covering each of Kentucky’s 15 area development districts. The regional KCP staff manage District Cancer Councils comprising local and regional organization partners, such as health providers, faith-based leaders, cancer survivors, and educators.

Jessica R Thompson, Keeghan Francis, Caree R McAfee, Madeline Brown, Todd Burus, Melinda Rogers, Connie L Sorrell, Elizabeth Westbrook, Lovoria B Williams, Jennifer Redmond Knight, Elaine Russell, Natalie P Wilhite, Pamela C Hull

JMIR Cancer 2025;11:e63717