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Classification of Parkinson's disease with freezing of gait based on 360° turning analysis using 36 kinematic features.

Hwayoung ParkSungtae ShinChang Hong YoumSang-Myung CheonMyeounggon LeeByungjoo Noh
Published in: Journal of neuroengineering and rehabilitation (2021)
We suggest that our study leads to understanding of the turning characteristics of people with PD and freezers during the 360° turning task for the inner step of the more affected limb and may help improve the objective classification and clinical assessment by disease progression using turning features.
Keyphrases
  • machine learning
  • deep learning
  • upper limb