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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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Detalles Bibliográficos
Principais autores: Andrea Mannini, Diana Trojaniello, Andrea Cereatti, Angelo M. Sabatini
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2016-01-01
Series:Sensors
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Acceso en liña:http://www.mdpi.com/1424-8220/16/1/134
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