A new scheme for the development of IMU-based activity recognition systems for telerehabilitation

•A tele-rehabilitation HAR system was developed using a minimal set of patient data.•The HAR adapted to each patient through a single session of data collection.•The proposed method resulted in a recall of higher than 80% with an NM classifier.•Thigh is the best place for a single sensor in PD rehab...

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Veröffentlicht in:	Medical engineering & physics 2022-10, Vol.108, p.103876-103876, Article 103876
Hauptverfasser:	Nasrabadi, Amin M., Eslaminia, Ahmad R., Bakhshayesh, Parsa R., Ejtehadi, Mehdi, Alibiglou, L., Behzadipour, S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Human Activities Human activity recognition Humans Parkinson's disease Tele-rehabilitation Telerehabilitation Wearable Electronic Devices
Online-Zugang:	Volltext
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