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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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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Reches, Tal, Dagan, Moria, Herman, Talia, Gazit, Eran, Gouskova, Natalia A., Giladi, Nir, Manor, Brad, Hausdorff, Jeffrey M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2020
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Online toegang: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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