An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients

An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients

Freezing of gait (FOG) is a poorly understood heterogeneous gait disorder seen in patients with parkinsonism which contributes to significant morbidity and social isolation. FOG is currently measured with scales that are typically performed by movement disorders specialists (i.e., MDS-UPDRS), or thr...

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Bibliographic Details
Main Authors: Hyeokhyen Kwon, Gari D. Clifford, Imari Genias, Doug Bernhard, Christine D. Esper, Stewart A. Factor, J. Lucas McKay
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
deep learning
motion capture
multi-task learning
Parkinson’s disease
Online Access:https://www.mdpi.com/1424-8220/23/4/1766

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https://www.mdpi.com/1424-8220/23/4/1766

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