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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Silvie Opolka

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Open access Oct 2026

Show Me the Polyp!

Abstract We adapted two explainability methods commonly used in image classification, KernelSHAP and Grad-CAM, to colonoscopy video classification.We evaluated their plausibility by measuring how well their approximation of EndoFMLV’s visual focus for polyp class predictions aligned with the visible polyp region. Both...

Silvie Opolka, Oleksandr Pometun, Krishnendu Bose et al. · 0 citations

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