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Comparison of machine learning approaches for near-fall-detection with motion sensors

INTRODUCTION: Falls are one of the most common causes of emergency hospital visits in older people. Early recognition of an increased fall risk, which can be indicated by the occurrence of near-falls, is important to initiate interventions. METHODS: In a study with 87 subjects we simulated near-fall...

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Detalles Bibliográficos
Autores principales: Hellmers, Sandra, Krey, Elias, Gashi, Arber, Koschate, Jessica, Schmidt, Laura, Stuckenschneider, Tim, Hein, Andreas, Zieschang, Tania
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410450/
https://www.ncbi.nlm.nih.gov/pubmed/37564882
http://dx.doi.org/10.3389/fdgth.2023.1223845