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V. VenkatanathanK.

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#explainable ai Jul 2026

KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability

KANEx is introduced, the first ever framework that leverages the symbolic transparency of KANs to ground VLM reasoning, and suggests that grounding linguistic explanations and visual attributions in mathematically interpretable units is a necessary step toward trustworthy medical AI.

Krithi Shailya, Ananya Lakshmi Ravi, V. VenkatanathanK. et al. · arXiv.org · 0 citations