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Using Wearable Sensors and Machine Learning to Automatically Detect Freezing of Gait during a FOG-Provoking Test

Freezing of gait (FOG) is a debilitating motor phenomenon that is common among individuals with advanced Parkinson’s disease. Objective and sensitive measures are needed to better quantify FOG. The present work addresses this need by leveraging wearable devices and machine-learning methods to develo...

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Podrobná bibliografie
Vydáno v:Sensors (Basel)
Hlavní autoři: Reches, Tal, Dagan, Moria, Herman, Talia, Gazit, Eran, Gouskova, Natalia A., Giladi, Nir, Manor, Brad, Hausdorff, Jeffrey M.
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7472497/
https://ncbi.nlm.nih.gov/pubmed/32785163
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20164474
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