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Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Modernizing the Staging of Parkinson Disease Using Digital Health Technology
John Michael Templeton1,2, Christian Poellabauer3, Sandra Schneider4
1Bellini College of Artificial Intelligence, Cybersecurity, and Computing, University of South Florida, Tampa, FL, United States.
Parkinson disease (PD) assessment needs objective, comprehensive methods. This paper proposes a new staging schema using digital health technology for personalized, symptom-specific monitoring of neurocognition in PD patients.
Area of Science:
- Neuroscience
- Digital Health Technology
- Movement Disorders
Background:
- Parkinson disease (PD) assessment is complex, relying on subjective measures.
- Current methods lack comprehensive, objective evaluation of all neurocognitive domains affected by PD.
- Existing staging schemes (e.g., Hoehn and Yahr Scale) need enhancement for broader application.
Purpose of the Study:
- To highlight the growing role of digital health technology in PD classification and monitoring.
- To propose a foundation for a novel PD staging schema.
- To integrate objective, symptom-specific assessments for all neurocognitive functions impacted by PD.
Main Methods:
- Reviewing current subjective assessment tools for Parkinson disease (PD).
- Highlighting the application of digital health technologies (smartphones, wearables) in PD.
- Developing a new staging schema foundation integrating established scales with digital health capabilities.
Main Results:
- Digital health technology offers objective data collection for PD assessment.
- A new staging schema foundation is proposed, combining traditional scales with digital tools.
- The proposed system aims for symptom-specific, objective neurocognitive evaluation.
Conclusions:
- Modernizing PD assessments with objective, digital tools is crucial.
- This approach supports personalized medicine and improved quality of life for PD patients.
- The proposed staging system foundation enables comprehensive neurocognitive monitoring.
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