Automatically evaluating balance using machine learning and data from a single inertial measurement unit

BACKGROUND: Recently, machine learning techniques have been applied to data collected from inertial measurement units to automatically assess balance, but rely on hand-engineered features. We explore the utility of machine learning to automatically extract important features from inertial measuremen...

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Bibliografiske detaljer
Udgivet i:J Neuroeng Rehabil
Main Authors: Kamran, Fahad, Harrold, Kathryn, Zwier, Jonathan, Carender, Wendy, Bao, Tian, Sienko, Kathleen H., Wiens, Jenna
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2021
Fag:
Short Report
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8278701/
https://ncbi.nlm.nih.gov/pubmed/34256799
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12984-021-00894-4
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