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

no code implementations • 6 Apr 2023 • Mitchell Pavlak, Nathan Drenkow, Nicholas Petrick, Mohammad Mehdi Farhangi, Mathias Unberath

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

Attribute Causal Inference +1