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Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence

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Bibliographic Details
Published in:Journal of Medical Internet Research
Format: Online Article RSS Article
Published: 2026
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container_title Journal of Medical Internet Research
description
discipline_display Arts & Humanities
discipline_facet Arts & Humanities
format Online Article
RSS Article
genre Journal Article
id rss_article:52998
institution FRELIP
journal_source_facet Journal of Medical Internet Research
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
— — — — — Communications
Communication & Media
Arts & Humanities
sub_discipline_display Communication & Media
sub_discipline_facet Communication & Media
subject_display — — — — — Communications
Communication & Media
Arts & Humanities
— — — — — Communications
Communication & Media
Arts & Humanities
subject_facet — — — — — Communications
Communication & Media
Arts & Humanities
title Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
title_auth Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
title_full Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
title_fullStr Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
title_full_unstemmed Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
title_short Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence
title_sort machine learning and deep learning models for predicting future falls in community-dwelling older adults: systematic review and meta-analysis of longitudinal evidence
topic — — — — — Communications
Communication & Media
Arts & Humanities
url https://www.jmir.org/2026/1/e84844