Toward a Remote Assessment of Walking Bout and Speed: Application in Patients with Multiple Sclerosis

Gait speed as a powerful biomarker of mobility is mostly assessed in controlled environments, e.g. in the clinic. With wearable inertial sensors, gait speed can be estimated in an objective manner. However, most of the previous works have validated the gait speed estimation algorithms in clinical se...

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Bibliographic Details
Main Authors:	Aminian, K. (Author), Atrsaei, A. (Author), Dadashi, F. (Author), Gonzenbach, R. (Author), Mariani, B. (Author)
Format:	Article
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2021
Subjects:	acceleration adult algorithm Algorithms Article clinical article clinical assessment Clinical settings comfort Controlled environment daily life activity Detection methods Expanded Disability Status Scale feasibility study feature extraction female foot functional assessment gait Gait gait speed Hoehn and Yahr scale human Humans inertial sensor Inertial sensor local field potential locomotion machine learning Machine learning Machine Learning Machine learning approaches male mathematical model Mobility assessments modulation transfer function motor dysfunction assessment multiple sclerosis Multiple sclerosis Multiple Sclerosis Parkinson disease predictive value receiver operating characteristic Remote assessment sensitivity and specificity six minute walk test Speed stochastic model training Turing machines unsupervised assessment walking Walking walking speed Walking Speed Wearable sensors wearables wrist
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View Fulltext in Publisher

Toward a Remote Assessment of Walking Bout and Speed: Application in Patients with Multiple Sclerosis

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