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

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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Bibliographic Details
Main Authors: Andrea Zanela, Tommaso Schirinzi, Nicola Biagio Mercuri, Alessandro Stefani, Cristian Romagnoli, Giuseppe Annino, Vincenzo Bonaiuto, Rocco Cerroni
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
deep learning
artificial stereo vision
neurodegenerative disease
gait analysis
Online Access:https://www.mdpi.com/2076-3417/12/9/4642

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