Counterfactual Context Auditing for Glioma Segmentation Failure Detection Across MRI Datasets

Nguyen Linh Dan Le, Nguyen Pham Hoang Le, Tran Dang Khoi

Glioma segmentation models can lose accuracy across MRI datasets, while identifying the cases that require correction remains difficult. In this study, we introduce counterfactual…