Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model

Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model

Activity monitoring combined with machine learning (ML) methods can contribute to detailed knowledge about daily physical behavior in older adults. The current study (1) evaluated the performance of an existing activity type recognition ML model (HARTH), based on data from healthy young adults, for...

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Bibliographic Details
Main Authors: Astrid Ustad, Aleksej Logacjov, Stine Øverengen Trollebø, Pernille Thingstad, Beatrix Vereijken, Kerstin Bach, Nina Skjæret Maroni
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
older adults
physical activity
daily physical behavior
accelerometer
walking aids
free-living
Online Access:https://www.mdpi.com/1424-8220/23/5/2368

Internet

https://www.mdpi.com/1424-8220/23/5/2368

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