Exploration of Machine Learning to Identify Community Dwelling Older Adults with Balance Dysfunction Using Short Duration Accelerometer Data

Medicine and Dentistry

• Community-Dwelling Older Adults 100%
• Accelerometer 100%
• Wearable Sensor 100%
• Adverse Outcome 33%
• Cross-Validation 33%
• Early Intervention 33%

Nursing and Health Professions

• Accelerometer 100%
• Supervised Machine Learning 33%
• Health Care Cost 33%
• Adverse Outcome 33%
• Area under the Curve 33%
• Early Intervention 33%