Recognition of Freezing of Gait in Parkinson’s Disease Based on Machine Vision

Recognition of Freezing of Gait in Parkinson’s Disease Based on Machine Vision

BackgroundFreezing of gait (FOG) is a common clinical manifestation of Parkinson’s disease (PD), mostly occurring in the intermediate and advanced stages. FOG is likely to cause patients to fall, resulting in fractures, disabilities and even death. Currently, the pathogenesis of FOG is unclear, and...

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Bibliographic Details
Main Authors: Wendan Li, Xiujun Chen, Jintao Zhang, Jianjun Lu, Chencheng Zhang, Hongmin Bai, Junchao Liang, Jiajia Wang, Hanqiang Du, Gaici Xue, Yun Ling, Kang Ren, Weishen Zou, Cheng Chen, Mengyan Li, Zhonglue Chen, Haiqiang Zou
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Aging Neuroscience
Subjects:
Parkinson’s disease
freezing of gait
XGBoost
machine vision
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2022.921081/full

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