AIBullisharXiv – CS AI · 9h ago6/10
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An interpretable and trustworthy AI framework for large-scale longitudinal structure-pain association studies using data from the Osteoarthritis Initiative (OAI)
Researchers developed an interpretable AI framework combining deep learning and statistical modeling to predict osteoarthritis features from knee MRIs and identify pain progression patterns. The system achieved significant accuracy improvements and revealed that bone marrow lesions, cartilage loss, and meniscal extrusion are strong predictors of rapid pain progression in osteoarthritis patients.