Monitoring Physical Behavior in Rehabilitation Using a Machine Learning–Based Algorithm for Thigh-Mounted Accelerometers: Development and Validation Study
Monitoring Physical Behavior in Rehabilitation Using a Machine Learning–Based Algorithm for Thigh-Mounted Accelerometers: Development and Validation Study
Frederik Skovbjerg
1
, MSc ;
Helene Honoré
1
, MSc ;
Inger Mechlenburg
2
, DMSc ;
Matthijs Lipperts
3
, MSc ;
Rikke Gade
4
, PhD ;
Erhard Trillingsgaard Næss-Schmidt
1, 2
, PhD
1
Research Unit, Hammel Neurorehabilitation Centre & University Research Clinic, Hammel, Denmark
2
Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
3
Department of Medical Information and Communication Technology, St. Anna Hospital, Geldrop, Netherlands
4
Section of Media Technology, Aalborg University, Aalborg, Denmark
Corresponding Author:
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Frederik Skovbjerg, MSc
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Research Unit
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Hammel Neurorehabilitation Centre & University Research Clinic
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Voldbyvej 15
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Hammel, 8450
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Denmark
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Phone:
45 28739264
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Email: freskv@rm.dk