Wearable IMU-Based Human Activity Recognition Algorithm for Clinical Balance Assessment Using 1D-CNN and GRU Ensemble Model

In this study, a wearable inertial measurement unit system was introduced to assess patients via the Berg balance scale (BBS), a clinical test for balance assessment. For this purpose, an automatic scoring algorithm was developed. The principal aim of this study is to improve the performance of the...

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Detalles Bibliográficos
Autores principales: Kim, Yeon-Wook, Joa, Kyung-Lim, Jeong, Han-Young, Lee, Sangmin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8621118/
https://www.ncbi.nlm.nih.gov/pubmed/34833704
http://dx.doi.org/10.3390/s21227628

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8621118/
https://www.ncbi.nlm.nih.gov/pubmed/34833704
http://dx.doi.org/10.3390/s21227628

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