Deep learning for medical image synthesis: Improving AI-based knee osteoarthritis diagnosis

Objectives and questions: Deep learning (DL) is increasingly used in medical diagnosis and prognosis. However, medical datasets often suffer from class imbalance and limited availability due to privacy concerns, regulatory constraints, data heterogeneity, annotation challenges, bias, and legal risks, [for full text, please go to the a.m. URL]