Chiranjeevi Karri

Noise-robust attention-guided deep learning for automated five-class knee osteoarthritis grading from radiographs

Knee osteoarthritis (KOA) is commonly assessed using radiographic Kellgren–Lawrence (KL) grading; however, manual evaluation is subjective and prone to inter- and intra-observer variability, particularly in early-stage disease. Although deep learning approaches have shown promise, challenges remain in distinguishing ad...