Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches

Albara Ah Ramli,Xin Liu, Kelly Berndt,Erica Goude,Jiahui Hou,Lynea B. Kaethler,Rex Liu,Amanda Lopez,Alina Nicorici, Corey Owens, David Rodriguez,Jane Wang,Huanle Zhang,Daniel Aranki,Craig M. Mcdonald,Erik K. Henricson

Sensors（2024）

Cited 3|Views47

Key words

gait,gait cycle,temporospatial gait clinical features,duchenne muscular dystrophy,typically developing,sensors,accelerometer,principal components analysis,linear discriminant analysis,classical machine learning,deep learning

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