ESTIMATION OF BALANCE STATUS IN HEMIPARETICS
NCT04423497 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 66
Last updated 2020-06-09
Summary
Although Balance Evaluation Systems Test(BESTest) is an important balance assessment tool to differentiate balance deficits, it is time consuming and tiring for hemiparetic patients. Using artificial neural networks(ANNs) to estimate balance status can be a practical and useful tool for clinicians. The aim of this study was to compare manual BESTest results and ANNs predictive results and to determine the highest contributions of BESTest sections by using ANNs predictive results of BESTest sections. 66 hemiparetic individuals were included in the study. Balance status was evaluated using the BESTest. 70%(n=46), of the dataset was used for learning, 15%(n=10) for evaluation, and 15%(n=10) for testing purposes in order to model ANNs. Multiple linear regression model(MLR) was used to compare with ANNs.
Conditions
- Hemiparesis
Interventions
- OTHER
-
Balance Evaluation Systems Test
Balance Evaluation Systems Test application
Sponsors & Collaborators
-
Pamukkale University
lead OTHER
Principal Investigators
-
Güzin Kara, PhD, PT · Pamukkale University
Eligibility
- Min Age
- 35 Years
- Max Age
- 65 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2016-07-31
- Primary Completion
- 2018-05-31
- Completion
- 2018-05-31
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