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Can the Output of a Learned Classification Model Monitor a Person’s Functional Recovery Status Post-Total Knee Arthroplasty?

Osteoarthritis is a common musculoskeletal disorder. Classification models can discriminate an osteoarthritic gait pattern from that of control subjects. However, whether the output of learned models (probability of belonging to a class) is usable for monitoring a person’s functional recovery status...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Jill Emmerzaal, Arne De Brabandere, Rob van der Straaten, Johan Bellemans, Liesbet De Baets, Jesse Davis, Ilse Jonkers, Annick Timmermans, Benedicte Vanwanseele
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-05-01
Schriftenreihe:Sensors
Schlagworte:
osteoarthritis
total knee arthroplasty
machine learning
classification
biomechanics
inertial measurement units
Online-Zugang:https://www.mdpi.com/1424-8220/22/10/3698
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