Abstract
The purpose of this research is to develop a postural balance evaluation system using center-of-pressure (COP) analysis techniques for early diagnosis of Parkinson's disease (PD). A COP sensing device was developed, and applicable test protocols were proposed. Subsequently, posturographic parameters, which reflect the characteristics of postural control, were extracted to evaluate postural balance. Decisive indicators for postural stability were selected among the posturographic parameters through statistical validation based on clinical data. A discriminant function was then suggested to predict the existence of PD in patients. This clinical study consisted of 127 participating subjects. A validation study (n = 51, 40% of the overall data) using the discriminant function concluded with 100% accuracy that 37 healthy subjects did not have PD and 14 subjects with PD were correctly diagnosed. Relevance to industry: Postural instability has become a critical issue since people with postural balance disorders are frequently exposed to the danger of falling and injuries. This paper provides a device, test protocol, and evaluation method to analyze postural balance and predict the existence of PD. We expect that our proposed system can be exploited for neurosurgery of PD patients, and other clinical medical fields such as rehabilitation, geriatrics, and orthopedics.
| Original language | English |
|---|---|
| Pages (from-to) | 139-148 |
| Number of pages | 10 |
| Journal | International Journal of Industrial Ergonomics |
| Volume | 48 |
| DOIs | |
| State | Published - 1 Jul 2015 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 3 Good Health and Well-being
Keywords
- COP analysis
- Parkinson's disease prediction
- Postural balance evaluation
- Posturography
- Stabilometry
Fingerprint
Dive into the research topics of 'Development of a balance analysis system for early diagnosis of Parkinson's disease'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver