Cross-Spatiotemporal Graph Convolution Networks for Skeleton-Based Parkinsonian Gait MDS-UPDRS Score Estimation

Cross-Spatiotemporal Graph Convolution Networks for Skeleton-Based Parkinsonian Gait MDS-UPDRS Score Estimation

Gait impairment in Parkinson’s Disease (PD) is quantitatively assessed using the Movement Disorder Society Unified Parkinson’s Disease Rating Scale (MDS-UPDRS), a well-established clinical tool. Objective and efficient PD gait assessment is crucial for developing interventions...

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Bibliographic Details
Main Authors: Haoyu Tian, Haiyun Li, Wenjing Jiang, Xin Ma, Xiang Li, Hanbo Wu, Yibin Li
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Parkinsonian gait
quantitative assessment
graph convolutional network
skeleton-based data
Online Access:https://ieeexplore.ieee.org/document/10387461/

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