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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Neuroeng Rehabil
Prif Awduron: Kamran, Fahad, Harrold, Kathryn, Zwier, Jonathan, Carender, Wendy, Bao, Tian, Sienko, Kathleen H., Wiens, Jenna
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2021
Pynciau:
Mynediad Ar-lein: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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