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Accelerometer-Based Fall Detection Using Machine Learning: Training and Testing on Real-World Falls

Falling is a significant health problem. Fall detection, to alert for medical attention, has been gaining increasing attention. Still, most of the existing studies use falls simulated in a laboratory environment to test the obtained performance. We analyzed the acceleration signals recorded by an in...

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Détails bibliographiques
Publié dans:Sensors (Basel)
Auteurs principaux: Palmerini, Luca, Klenk, Jochen, Becker, Clemens, Chiari, Lorenzo
Format: Artigo
Langue:Inglês
Publié: MDPI 2020
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7697900/
https://ncbi.nlm.nih.gov/pubmed/33202738
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20226479
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