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

deep learning
machine learning
high throughput
healthcare
mental health
data analysis
quality improvement
risk assessment
magnetic resonance
contrast enhanced
human health