Muscle-Specific Multimodal AI for Sarcopenia Diagnosis
- Sponsor
- Seoul National University Bundang Hospital
- Study ID
- NCT07477574
- Status
- Not Yet Recruiting
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Conditions
- Sarcopenia
Eligibility Criteria
- Sex
- ALL
- Age
- 65 Years - 85 Years
- Healthy Volunteers
- Accepted
Interventions
- Rehabilitation training — BEHAVIORALParticipants will perform a structured rehabilitation training program designed to improve muscle strength, physical performance, and muscle function. Clinical assessments and muscle function measurements will be collected before and after the rehabilitation program to evaluate the effects of training and to support the development of a muscle-specific multimodal AI model for sarcopenia diagnosis.
Study Details
This study aims to develop a muscle-specific multimodal artificial intelligence (AI) model for the diagnosis of sarcopenia and to investigate the effects of rehabilitation training on muscle aging. Clinical, functional, and imaging data will be collected from participants with muscle function decline. Multimodal data, including muscle function measurements and clinical assessments, will be integrated to develop and validate an AI-based diagnostic model for sarcopenia. In addition, the effects of rehabilitation training on muscle function and muscle aging-related outcomes will be evaluated. The results of this study are expected to contribute to the development of digital biomarkers and precision rehabilitation strategies for sarcopenia.
Key Dates
- First listed
- Mar 17, 2026
- Start date
- Mar 1, 2026
- Status verified
- Mar 2026
- Primary completion
- Feb 28, 2028
- Completion
- Feb 28, 2028
Study Design
- Enrollment
- 75 participants (estimated)
- Allocation
- NA
- Intervention model
- SINGLE_GROUP
- Primary purpose
- BASIC_SCIENCE
Arms
- Experimental: Rehabilitation TrainingParticipants will undergo a structured rehabilitation training program aimed at improving muscle function and reducing muscle aging-related decline.
Primary Outcome Measure
AI model performance [ Time Frame: Baseline to 12 weeks after rehabilitation training ]
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