Using this MRI reference criterion, the cutoff for the number of affected SI joint quadrants needed to reach a predefined specificity of >0.90 was >2 for bone marrow edema (BME) in both cohorts and >1 for erosion in both cohorts, and the BME and/or erosion lesions increased sensitivity without reducing specificity. Conclusion. This data-driven study using 2 inception cohorts and comparing clinical and MRI-based classification supports the case for including both erosion and BME to define a positive SI joint MRI finding for the classification of axial SpA.