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

Research Letter (1) Falls Prevention in the Elderly (115) Artificial Intelligence (2437) AI in Older Adult Care (56) Applications of AI (373)

Published on in Vol 9 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77591, first published .
Leveraging Multimodal Large Language Models for Fall Risk Reduction in Older Adults in the Home: Proposed Model Design

Leveraging Multimodal Large Language Models for Fall Risk Reduction in Older Adults in the Home: Proposed Model Design

Leveraging Multimodal Large Language Models for Fall Risk Reduction in Older Adults in the Home: Proposed Model Design

Authors of this article:

Justin Do1 Author Orcid Image ;   Vivaswat Suresh2 Author Orcid Image ;   Lily Zhang1 Author Orcid Image ;   Bharvi M Chavre1 Author Orcid Image ;   Jeremy Cha1 Author Orcid Image ;   Robert Pugliese1, 2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Justin Do   1 , BS ;   Vivaswat Suresh   2 , BS ;   Lily Zhang   1 , BA ;   Bharvi M Chavre   1 , BA ;   Jeremy Cha   1 , BA ;   Robert Pugliese   1, 2 , PharmD

1 Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, United States

2 Health Design Lab, Thomas Jefferson University, Philadelphia, PA, United States

Corresponding Author:

  • Justin Do, BS
  • Sidney Kimmel Medical College, Thomas Jefferson University
  • 925 Chestnut St., Basement Vault
  • Philadelphia, PA 19107
  • United States
  • Phone: 1 4084718003
  • Fax: 1 2154841949
  • Email: jhd012@students.jefferson.edu