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Journal article

Smartphone- and smartwatch-based remote characterisation of ambulation in multiple sclerosis during the two-minute walk test

Abstract:

Leveraging consumer technology such as smartphone and smartwatch devices to objectively assess people with multiple sclerosis (PwMS) remotely could capture unique aspects of disease progression. This study explores the feasibility of assessing PwMS and Healthy Control's (HC) physical function by characterising gait-related features, which can be modelled using machine learning (ML) techniques to correctly distinguish subgroups of PwMS from healthy controls. A total of 97 subjects (24 HC subje...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/jbhi.2020.2998187

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Publisher:
IEEE
Journal:
IEEE Journal of Biomedical and Health Informatics More from this journal
Volume:
25
Issue:
3
Pages:
838-849
Place of publication:
United States
Publication date:
2020-05-28
Acceptance date:
2020-05-19
DOI:
EISSN:
2168-2208
ISSN:
2168-2194
Pmid:
32750915
Language:
English
Keywords:
Pubs id:
1168836
Local pid:
pubs:1168836
Deposit date:
2023-04-18

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