MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models

1 code implementation • 24 Apr 2024 • Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon

We conclude with a discussion on the generalizability and trustworthiness of the MiMICRI framework, as well as the implications of our findings on the development of domain-centered XAI methods for model interpretability in healthcare contexts.

counterfactual Image Classification