NEMt: Fast Targeted Explanations for Medical Image Models via Neural Explanation Masks

Bjørn Leth Møller, Sepideh Amiri, Christian Igel, Kristoffer Knutsen Wickstrøm, Robert Jenssen, Matthias Keicher, Mohammad Farid Azampour, Nassir Navab, Bulat Ibragimov. NEMt: Fast Targeted Explanations for Medical Image Models via Neural Explanation Masks. In Tetiana Lutchyn, Adín Ramírez Rivera, Benjamin Ricaud, editors, Northern Lights Deep Learning Conference, The Arctic University, Tromsø, Norway, 7-9 January 2025. Volume 265 of Proceedings of Machine Learning Research, pages 184-192, PMLR, 2025. [doi]

Authors

Bjørn Leth Møller

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Sepideh Amiri

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Christian Igel

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Kristoffer Knutsen Wickstrøm

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Robert Jenssen

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Matthias Keicher

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Mohammad Farid Azampour

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Nassir Navab

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Bulat Ibragimov

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