Image Algorithm Validator Skill Purpose The Image Algorithm Validator Skill supports validation of medical image processing algorithms, including segmentation, detection, and analysis algorithms, ensuring performance meets clinical requirements. Capabilities - Ground truth dataset curation guidance - Performance metric calculation (Dice, IoU, sensitivity, specificity) - Inter-observer variability analysis - Statistical comparison methods - Validation dataset stratification - Multi-reader multi-case study design - FDA AI/ML guidance alignment - Failure case analysis - Edge case identification…