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Pose-based tremor type and level analysis for Parkinson's disease from video.

Haozheng ZhangEdmond S L HoFrancis Xiatian ZhangSilvia Del DinHubert P H Shum
Published in: International journal of computer assisted radiology and surgery (2024)
Our system offers a cost-effective PT classification and tremor severity estimation results as warning signs of PD for undiagnosed patients with PT symptoms. In addition, it provides a potential solution for supporting PD diagnosis in regions with limited clinical resources.
Keyphrases
  • deep brain stimulation
  • parkinson disease
  • machine learning
  • deep learning
  • risk assessment
  • human health