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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Үндсэн зохиолчид:	Andrea Mannini, Diana Trojaniello, Andrea Cereatti, Angelo M. Sabatini
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2016-01-01
Цуврал:	Sensors
Нөхцлүүд:	gait classification wearable sensors inertial sensors hidden Markov model elderly hemiparetic Huntington’s disease
Онлайн хандалт:	http://www.mdpi.com/1424-8220/16/1/134
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!