Multimodal sensor dataset for monitoring older adults post lower limb fractures in community settings.

ABSTRACT: Lower limb fractures (LLF) significantly impact older adults, leading to reduced mobility, prolonged recovery, and impaired independence. During recovery, older adults frequently face social isolation and functional decline, complicating rehabilitation and adversely affecting their physical and mental health. Multimodal sensor platforms that continuously collect data and analyze it using machine learning algorithms can remotely monitor this population and infer health outcomes. These platforms can also alert clinicians to individuals at risk of social isolation and functional decline. This paper presents a new publicly available multimodal sensor dataset, MAISON-LLF, collected from older adults recovering from LLF in community settings. The dataset includes data from smartphone and smartwa

SUBMITTER: Abedi A 

PROVIDER: S-EPMC12048602 | biostudies-literature | 2025 May

REPOSITORIES: biostudies-literature