Unsupervised 3D Out-of-Distribution Detection with Latent Diffusion Models

Mark S. Graham, Walter Hugo Lopez Pinaya, Paul Wright, Petru-Daniel Tudosiu, Yee H. Mah, James T. Teo, Hans Rolf Jäger, David Werring, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso. Unsupervised 3D Out-of-Distribution Detection with Latent Diffusion Models. In Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan 0001, Tanveer F. Syeda-Mahmood, Russell H. Taylor, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part I. Volume 14220 of Lecture Notes in Computer Science, pages 446-456, Springer, 2023. [doi]

Authors

Mark S. Graham

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Walter Hugo Lopez Pinaya

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Paul Wright

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Petru-Daniel Tudosiu

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Yee H. Mah

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James T. Teo

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Hans Rolf Jäger

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David Werring

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Parashkev Nachev

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Sébastien Ourselin

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M. Jorge Cardoso

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