Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models

Mitchell Pavlak, Nathan Drenkow, Nicholas Petrick +2

To safely deploy deep learning-based computer vision models for computer-aided detection and diagnosis, we must ensure that they are robust and reliable. Towards that goal, algorit…