False Confidence: Automated Labels Confound Fairness Audits in Cervical Spine Segmentation

Linus Juni, Aasa Feragen, Aditya Parikh

Automated segmentation of cervical-spine MRI is increasingly used in clinical workflows, yet no fairness audit exists for this anatomy. We show that auditing these segmentation tas…