Identification of Neurodegenerative Diseases Based on Vertical Ground Reaction Force Classification Using Time–Frequency Spectrogram and Deep Learning Neural Network Features

A novel identification algorithm using a deep learning approach was developed in this study to classify neurodegenerative diseases (NDDs) based on the vertical ground reaction force (vGRF) signal. The irregularity of NDD vGRF signals caused by gait abnormalities can indicate different force pattern...

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Detalles Bibliográficos
Autores principales: Setiawan, Febryan, Lin, Che-Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303978/
https://www.ncbi.nlm.nih.gov/pubmed/34356136
http://dx.doi.org/10.3390/brainsci11070902

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303978/
https://www.ncbi.nlm.nih.gov/pubmed/34356136
http://dx.doi.org/10.3390/brainsci11070902

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