Development of an automated fall detection device specific to wheelchair users

Keyphrases

• Device-independent 100%
• Detection Device 100%
• Wheelchair Users 100%
• Fall Detection 100%
• Wheelchair 83%
• Older Adults 50%
• Wrist 33%
• Feature Vector 33%
• Accelerometer 33%
• Fast Response 16%
• False Alarm 16%
• Best Prediction 16%
• Extended Period 16%
• Sampling Window 16%
• Community Setting 16%
• Fall-related Injuries 16%
• Window-based 16%
• Trial Data 16%
• Manual Wheelchair 16%
• Outcome Prediction 16%
• Long-term Care 16%
• Health Anxiety 16%
• Activities of Daily Living 16%
• Data Window 16%
• Accurate Response 16%
• Learning Classifiers 16%
• Classification Features 16%
• Injurious Falls 16%
• K-fold Cross-validation 16%
• Ethical Approval 16%
• SVM Method 16%
• Apple Watch 16%
• Repeated Falls 16%
• Fall Detection System 16%

Medicine and Dentistry

• Accelerometer 100%
• Cross-Validation 50%
• Long-Term Care 50%

Nursing and Health Professions

• Accelerometer 100%
• Manual Wheelchair 50%
• Long Term Care 50%