Amna Gillani

Promises and limitations of deep learning for predicting knee osteoarthritis progression from medical imaging: A systematic review.

DL models demonstrate proof-of-concept for predicting KOA progression but require substantial improvements before clinical deployment, including rigorous multi-site validation and models that effectively leverage multimodal and longitudinal data.