Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models. - Mitchell Pavlak; Nathan Drenkow; Nicholas Petrick; Mohammad Mehdi Farhangi; Mathias Unberath (MICCAI (3), 2023)

Explainable AI Enhances Glaucoma Referrals, Yet the Human-AI Team Still Falls Short of the AI Alone. - Catalina Gomez; Ruolin Wang; Katharina Breininger; Corinne Casey; Chris Bradley; Mitchell Pavlak; Alex Pham; Jithin Yohannan; Mathias Unberath (CoRR, 2024)

Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework. - Nathan Drenkow; Mitchell Pavlak; Keith Harrigian; Ayah Zirikly; Adarsh Subbaswamy; Mathias Unberath (CoRR, 2025)