A Class-Imbalanced Deep Learning Fall Detection Algorithm Using Wearable Sensors

Falling represents one of the most serious health risks for elderly people; it may cause irreversible injuries if the individual cannot obtain timely treatment after the fall happens. Therefore, timely and accurate fall detection algorithm research is extremely important. Recently, a number of resea...

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Vydané v:	Sensors (Basel, Switzerland) Ročník 21; číslo 19; s. 6511
Hlavní autori:	Zhang, Jing, Li, Jia, Wang, Weibing
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 29.09.2021 MDPI
Predmet:	Algorithms class imbalance Deep learning fall detection Machine learning Medical research Methods Neural networks Older people Sensors Support vector machines Wearable computers wearable sensor
ISSN:	1424-8220, 1424-8220
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