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A Machine Learning Framework for Gait Classification Using Inertial Sensors: Application to Elderly, Post-Stroke and Huntington’s Disease Patients

Machine learning methods have been widely used for gait assessment through the estimation of spatio-temporal parameters. As a further step, the objective of this work is to propose and validate a general probabilistic modeling approach for the classification of different pathological gaits. Specific...

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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Mannini, Andrea, Trojaniello, Diana, Cereatti, Andrea, Sabatini, Angelo M.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2016
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4732167/
https://ncbi.nlm.nih.gov/pubmed/26805847
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s16010134
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