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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Bibliographic Details
Published in:Sensors (Basel)
Main Authors: Reches, Tal, Dagan, Moria, Herman, Talia, Gazit, Eran, Gouskova, Natalia A., Giladi, Nir, Manor, Brad, Hausdorff, Jeffrey M.
Format: Artigo
Language:Inglês
Published: MDPI 2020
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Article
Online Access: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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