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

Principais autores:	Febryan Setiawan, Che-Wei Lin
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2021-07-01
Series:	Brain Sciences
Assuntos:	gait analysis neuro-degenerative diseases time–frequency spectrogram deep learning vertical ground reaction force signal
Acceso en liña:	https://www.mdpi.com/2076-3425/11/7/902
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