Development and Application of a Stability Index Estimation Algorithm Based on Machine Learning for Elderly Balance Ability Diagnosis in Daily Life

• DOI: 10.3390/bioengineering10080943
• Publication Date: 2023-08-08T16:45:53Z
• Authors: Jeong-Woo Seo; Taehong Kim; Joong Il Kim; Youngjae Jeong; Kyoung-Mi Jang; Junggil Kim; Jun-Hyeong Do
• Keywords: Similarity (geometry)

The stability index estimation algorithm was derived and applied to develop implement a balance ability diagnosis system that can be used in daily life.The integrated an approach based on sensory function interaction, called the clinical test of interaction with balance. A capacitance resistance sensing type force mat fabricated, prediction developed using center pressure variables. variable for 103 elderly people by Nintendo Wii Balance Board predict (Biodex SD), accuracy this confirmed.As result testing set, linear regression model confirmed r-value ranged between 0.943 0.983. To confirm similarity WBB flexible mat, each measured value inputted calculated model, correlation coefficient validation 0.96.The study will applicable life home form floor mat.