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NeuroDiag: Software for Automated Diagnosis of Parkinson's Disease Using Handwriting.

Quoc Cuong NgoNicole McConnellMohammod Abdul MotinBarbara PolusArup BhattacharyaSanjay RaghavDinesh Kant Kumar
Published in: IEEE journal of translational engineering in health and medicine (2024)
In this work, we tested the reliability of NeuroDiag in differentiating between PPD and AMC for real-time applications. The results show that NeuroDiag has the potential to be used to assist neurologists and for telehealth applications. Clinical and Translational Impact Statement - This pre-clinical study shows the feasibility of developing a community-wide screening program for Parkinson's disease using automated handwriting analysis software, NeuroDiag.
Keyphrases
  • machine learning
  • deep learning
  • high throughput
  • healthcare
  • magnetic resonance
  • clinical trial
  • risk assessment
  • climate change