Concurrent validity of machine learning-classified functional upper extremity use from accelerometry in chronic stroke

Objective: This study aims to investigate the validity of machine learning-derived amount of real-world functional upper extremity (UE) use in individuals with stroke. We hypothesized that machine learning classification of wrist-worn accelerometry will be as accurate as frame-by-frame video labelin...

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Prif Awduron:	Shashwati Geed, Megan L. Grainger, Abigail Mitchell, Cassidy C. Anderson, Henrike L. Schmaulfuss, Seraphina A. Culp, Eilis R. McCormick, Maureen R. McGarry, Mystee N. Delgado, Allysa D. Noccioli, Julia Shelepov, Alexander W. Dromerick, Peter S. Lum
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Frontiers Media S.A. 2023-03-01
Cyfres:	Frontiers in Physiology
Pynciau:	accelerometry stroke rehabilitation psychometrics paresis/rehabilitation sensors disability evaluation
Mynediad Ar-lein:	https://www.frontiersin.org/articles/10.3389/fphys.2023.1116878/full
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