This project develops and validates deep-learning models that analyze clinical and imaging data to predict individuals' five-year risk of knee osteoarthritis progression and total knee replacement, aiming to enable early intervention and personalized treatment.
This project develops and validates advanced quantitative MRI techniques to assess compositional and structural changes in skeletal muscles of older adults and determine how these changes predict future declines in muscle strength and function.