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Using a Video Device and a Deep Learning-Based Pose Estimator to Assess Gait Impairment in Neurodegenerative Related Disorders: A Pilot Study

As the world’s population is living longer, age-related neurodegenerative diseases are becoming a more significant global issue. Neurodegenerative diseases cause worsening motor, cognitive and autonomic dysfunction over time and reduce functional abilities required for daily living. Compromised moto...

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Principais autores: Andrea Zanela, Tommaso Schirinzi, Nicola Biagio Mercuri, Alessandro Stefani, Cristian Romagnoli, Giuseppe Annino, Vincenzo Bonaiuto, Rocco Cerroni
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-05-01
Serier:Applied Sciences
Fag:
deep learning
artificial stereo vision
neurodegenerative disease
gait analysis
Online adgang:https://www.mdpi.com/2076-3417/12/9/4642
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