A causality-based explainability tool for 3D medical image classifiers, demonstrated on stroke detection, produces voxel-level responsibility maps without accessing the model's internals.
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3D ReX: Causal Explanations in 3D Neuroimaging Classification
A causality-based explainability tool for 3D medical image classifiers, demonstrated on stroke detection, produces voxel-level responsibility maps without accessing the model's internals.