From scanner to scalpel: adapting IDEAL for accountable AI in radiology and image-guided neurosurgery
Artificial intelligence (AI) is increasingly integrated into clinical decision-making in radiology and image-guided neurosurgery, yet evidence generation, oversight, and accountability remain uneven across the technology lifecycle. Strong performance on curated test sets may not persist across institutions, scanners, p...