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Parkinson Disease Recognition Using a Gamified Website: Machine Learning Development and Usability Study.

Shubham ParabJerry BosterPeter Yigitcan Washington
Published in: JMIR formative research (2023)
This preliminary feasibility study suggests the possibility of using technology-based limb movement data to predict the presence of PD, demonstrating the practicality of implementing this approach in a cost-effective and accessible manner. In addition, this study demonstrates that structured mouse movement tests can be used in combination with finger tapping to detect PD.
Keyphrases
  • parkinson disease
  • machine learning
  • electronic health record
  • deep brain stimulation
  • healthcare
  • quality improvement