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Recurrent Neural Network Methods for Extracting Dynamic Balance Variables during Gait from a Single Inertial Measurement Unit

Monitoring dynamic balance during gait is critical for fall prevention in the elderly. The current study aimed to develop recurrent neural network models for extracting balance variables from a single inertial measurement unit (IMU) placed on the sacrum during walking. Thirteen healthy young and thi...

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Detalles Bibliográficos
Autores principales: Yu, Cheng-Hao, Yeh, Chih-Ching, Lu, Yi-Fu, Lu, Yi-Ling, Wang, Ting-Ming, Lin, Frank Yeong-Sung, Lu, Tung-Wu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675772/
https://www.ncbi.nlm.nih.gov/pubmed/38005428
http://dx.doi.org/10.3390/s23229040