Kaohsiung Medical University / Prof. Cheng-Yu Long
Pain Points Solved
- Conventional muscle mass detection techniques rely heavily on manual operation and image interpretation, resulting in low evaluation efficiency and outcomes that are susceptible to subjective bias.
- The system utilizes high-precision AI algorithms to automatically analyze muscle strength, elasticity, and power, significantly improving the accuracy and reliability of muscle mass assessment.
- Real-time analysis reports are generated immediately after detection, reducing clinical evaluation time and assisting physicians in making faster and more scientifically based decisions.
- By leveraging sound feature recognition and a trained prediction model, the system minimizes instrument errors and operational variations, ensuring consistent and objective evaluation results.
Technology Introduction
A muscle mass detection system is used to solve the problem of inefficiency and questionable accuracy of conventional muscle mass detection techniques. Using high-precision AI algorithms, the device can provide real-time analysis reports on muscle conditions, including muscle strength, elasticity, and power, assisting physicians in making more scientifically based clinical decisions. Training a prediction model with a large number of sound features, the prediction model after training evaluates a mass status of a muscle part based on the corresponding sound features of the muscle part. The device can be applied in the following areas:
1. Medical institutions with geriatric medicine departments.
2. Daycare centers and long-term care facilities.
3. Local government health centers and community activity centers.

Application Examples
- Medical institutions: Applied in hospitals and clinics with geriatric medicine departments to support sarcopenia screening, muscle condition assessment, and rehabilitation outcome tracking.
- Daycare centers and long-term care facilities: Used for daily muscle health monitoring of older adults and for evaluating the effectiveness of exercise training and care interventions.
- Local government health centers and community activity centers: Provide the public with fast and convenient muscle condition screening services, promoting community health management and early preventive intervention.
Related Links
None
Patent Name and Number
TW I893711
Industry-Academia / Tech Transfer Partner
None
Honors and Awards
None
Technical Contact
Mr. Hung, Assistant Manager
Kaohsiung Medical University
Tel: +886 7-3121101 ext. 2360
Email: R121084@kmu.edu.tw