Related Experiment Video
Updated: Sep 17, 2026
Screening of Axonal Degeneration in Carpal Tunnel Syndrome Using Ultrasonography and Nerve Conduction Studies
Published on: January 11, 2019
Screening Carpal Tunnel Syndrome Risk in Occupational Populations - China, 2018-2023
Xinyao Hu1, Xin Sun2, Zhongxu Wang2
1Institute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen City, Guangdong Province, China.
What Is Known About This Topic?:
Carpal tunnel syndrome is a common work-related disorder that is affected by personal, biomechanical, and psychosocial factors. Existing risk assessment methods often lack precision, hindering early intervention. As of August 1, 2025, occupational musculoskeletal disorders were recognized in China, emphasizing the need for effective preventive tools.
What Has Been Added By This Report?:
This study developed machine learning models to identify carpal tunnel syndrome risk using a national dataset (n=88,609). The best model achieved 97.66% (3,130/3,131) accuracy, identifying key factors such as hand pain frequency and lifting load, and enhancing the early identification of high-risk workers.
What Are The Implications For Public Health Practices?:
These findings advocate for the use of data-driven screening tools in occupational health screening to enable early interventions. Employers should prioritize ergonomic improvements and symptom-reporting systems in alignment with China's proactive occupational disease policies.
