This paper is in the following e-collection/theme issue:

Non-Randomized Studies (funded, eHealth) (126) Dementia and Cognitive Decline (702) Machine Learning (2089) Tools, Programs and Algorithms (383) Depression and Mood Disorders; Suicide Prevention (1702) Happiness (27) Preventing Social Isolation and Fostering Social Interactions in Old Age (123) Cognitive Training for the Elderly (152) Vulnerable Populations in Health Research (237) User Needs and Competencies (461)

Published on in Vol 14 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/73711, first published .
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

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

Authors of this article:

Chelsea S Brown1, 2 Author Orcid Image ;   Luna Dziewietin3 Author Orcid Image ;   Virginia Partridge3 Author Orcid Image ;   Jennifer Rae Myers2, 4 Author Orcid Image
Article Authors Cited by Tweetations (1) Metrics

Chelsea S Brown   1, 2 , BM ;   Luna Dziewietin   3 , BS ;   Virginia Partridge   3 , MCS ;   Jennifer Rae Myers   2, 4 , PhD

1 Health Sciences Integrated Program, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States

2 Musical Health Technologies, Los Angeles, CA, United States

3 Center for Data Science and Artificial Intelligence, University of Massachusetts Amherst, Amherst, MA, United States

4 Department of Hearing and Speech Sciences, University of Maryland, College Park, MD, United States

Corresponding Author:

  • Chelsea S Brown, BM
  • Health Sciences Integrated Program
  • Feinberg School of Medicine
  • Northwestern University
  • 633 North Saint Clair Street, 20th Floor
  • Chicago, IL 60611
  • United States
  • Phone: 1 312-503-3712
  • Email: chelsea.brown@northwestern.edu