KAN classification heads plus forward-pass KAN-Map heatmaps improve chest X-ray localization and VLM explanation metrics by about 10% over Grad-CAM on MIMIC-CXR hybrids.
The Ultrasound Journal17(1), 32 (Jul 2025)
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KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability
KAN classification heads plus forward-pass KAN-Map heatmaps improve chest X-ray localization and VLM explanation metrics by about 10% over Grad-CAM on MIMIC-CXR hybrids.